Experiment overview

Write a detailed description of your experiment here including the goal of the analysis and your interpretation of the results.
If you still see this text it means that you have not described the experiment and whatever follows is meaningless. ###############################

This code is designed for use with the Accuri flow cytometer, which is equiped with the following lasers and filters

Requirements

Output

0.1 Step 1: Load relevant libraries

# This is a function that just makes sure you have a package, or installs it for you without prompting

requireInstall <- function(packageName,isBioconductor=F) {
  if ( !try(require(packageName,character.only=T)) ) {
    print(paste0("You don't have ",packageName," accessible, ",
      "I'm gonna install it"))
    if (isBioconductor) {
      source("http://bioconductor.org/biocLite.R")                        
      biocLite(packageName)                                                 
    } else {
      install.packages("packageName", repos = "http://cran.us.r-project.org")
    }
  }
  return(1)
}

#Load libraries
requireInstall("tidyverse")
## Loading required package: tidyverse
## ── Attaching packages ────────────────────────────────────────────────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ──
## ✔ ggplot2 3.1.0     ✔ purrr   0.2.5
## ✔ tibble  1.4.2     ✔ dplyr   0.7.7
## ✔ tidyr   0.8.2     ✔ stringr 1.3.1
## ✔ readr   1.1.1     ✔ forcats 0.3.0
## ── Conflicts ───────────────────────────────────────────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag()    masks stats::lag()
## [1] 1
requireInstall("flowCore",isBioconductor=T)
## Loading required package: flowCore
## [1] 1
requireInstall("flowViz",isBioconductor=T)
## Loading required package: flowViz
## Loading required package: lattice
## [1] 1
requireInstall("ggcyto",isBioconductor=T)
## Loading required package: ggcyto
## Loading required package: ncdfFlow
## Loading required package: RcppArmadillo
## Loading required package: BH
## Loading required package: flowWorkspace
## [1] 1
requireInstall("devtools",isBioconductor=T)
## Loading required package: devtools
## [1] 1
requireInstall("ggpubr",isBioconductor=T)
## Loading required package: ggpubr
## Loading required package: magrittr
## 
## Attaching package: 'magrittr'
## The following object is masked from 'package:flowWorkspace':
## 
##     add
## The following object is masked from 'package:flowCore':
## 
##     add
## The following object is masked from 'package:purrr':
## 
##     set_names
## The following object is masked from 'package:tidyr':
## 
##     extract
## [1] 1
devtools::install_github("guiastrennec/ggplus")
## Skipping install of 'ggplus' from a github remote, the SHA1 (a4821deb) has not changed since last install.
##   Use `force = TRUE` to force installation
devtools::install_github("kassambara/ggpubr")
## Skipping install of 'ggpubr' from a github remote, the SHA1 (ace05f91) has not changed since last install.
##   Use `force = TRUE` to force installation
library("ggplus")
library("ggpubr")
#Set working directory to the folder in which you have stored your .fcs files
#Read in all the fcs files in the directory.

path.data <-"~/Google Drive/MiniStatRun_10_2018/"

list.folders <- c("LTEE_mCitrine_GAP1_Variants_T00", "LTEE_mCitrine_GAP1_Variants_T06", "LTEE_mCitrine_GAP1_Variants_T07", "LTEE_mCitrine_GAP1_Variants_T08.1", "LTEE_mCitrine_GAP1_Variants_T08.2", "LTEE_mCitrine_GAP1_Variants_T08.3", "LTEE_mCitrine_GAP1_Variants_T11.1", "LTEE_mCitrine_GAP1_Variants_T11.2", "LTEE_mCitrine_GAP1_Variants_T13.1", "LTEE_mCitrine_GAP1_Variants_T13.2", "LTEE_mCitrine_GAP1_Variants_T14", "LTEE_mCitrine_GAP1_Variants_T15", "LTEE_mCitrine_GAP1_Variants_T18")
  
flowData <- read.flowSet(path = paste(path.data, list.folders[1],"/", sep=""), pattern=".fcs", alter.names = TRUE)

sample.sheet <- read.csv(paste(path.data,"Samplesheet_",list.folders[1],".csv", sep=""))

#Adds a sample sheet data to the pData of the flowset

sampleNames(flowData) <- paste(gsub(" ","_",sample.sheet$Strain),"_T",gsub(" ","_",sample.sheet$Timepoint),"_",sub(" ","_",sample.sheet$Well), sep="")
pData(flowData)$Strain <- gsub(" ","_",sample.sheet$Strain)
pData(flowData)$Genotype <- gsub(" ","_",sample.sheet$Genotype)
pData(flowData)$Classification <- gsub(" ","_",sample.sheet$Classification)
pData(flowData)$Vessel <- gsub(" ","_",sample.sheet$Vessel)
pData(flowData)$Media <- gsub(" ","_",sample.sheet$Media)
pData(flowData)$Ploidy <- gsub(" ","_",sample.sheet$Ploidy)
pData(flowData)$Well <- gsub(" ","_",sample.sheet$Well)
pData(flowData)$Experiment <- gsub(" ","_",sample.sheet$Experiment)
pData(flowData)$Timepoint <- gsub(" ","_",sample.sheet$Timepoint)
pData(flowData)$Run <- list.folders[1]

#Need to go throw list 1 by 1 troubnleshooting errors
for(i in 2:length(list.folders)) {
  flowData.temp <- read.flowSet(path = paste(path.data,list.folders[i],"/", sep=""), pattern=".fcs", alter.names = TRUE)

  sample.sheet <- read.csv(paste(path.data,"Samplesheet_",list.folders[i],".csv", sep=""))

  #Adds a sample sheet data to the pData of the flowset
  sampleNames(flowData.temp) <- paste(gsub(" ","_",sample.sheet$Strain),"_T",gsub(" ","_",sample.sheet$Timepoint),"_",sub(" ","_",sample.sheet$Well), sep="")
  pData(flowData.temp)$Strain <- gsub(" ","_",sample.sheet$Strain)
  pData(flowData.temp)$Genotype <- gsub(" ","_",sample.sheet$Genotype)
  pData(flowData.temp)$Classification <- gsub(" ","_",sample.sheet$Classification)
  pData(flowData.temp)$Vessel <- gsub(" ","_",sample.sheet$Vessel)
  pData(flowData.temp)$Media <- gsub(" ","_",sample.sheet$Media)
  pData(flowData.temp)$Ploidy <- gsub(" ","_",sample.sheet$Ploidy)
  pData(flowData.temp)$Well <- gsub(" ","_",sample.sheet$Well)
  pData(flowData.temp)$Experiment <- gsub(" ","_",sample.sheet$Experiment)
  pData(flowData.temp)$Timepoint <- gsub(" ","_",sample.sheet$Timepoint)
  pData(flowData.temp)$Run <- list.folders[i]

  flowData <- rbind2(flowData, flowData.temp)
}
#Check how many cells were counted in each fcs file
total <- fsApply(flowData, each_col, length) #total counts per sample
print(total)
##                   FSC.A  SSC.A  FL1.A  FL2.A  FL3.A  FL4.A  FSC.H  SSC.H
## DGY#1_T0_A01     100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T0_B01   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T0_C01   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T0_D01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T0_E01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T0_F01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T0_G01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T0_H01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T0_A02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T0_B02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T0_C02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T0_D02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T0_E02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T0_F02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T0_G02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T0_H02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T0_A03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T0_B03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T0_C03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T0_D03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T0_E03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T0_F03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T0_G03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T0_H03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T0_A04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T0_B04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T0_C04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T0_D04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T0_E04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T0_F04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T0_G04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T0_H04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T6_A01     100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T6_B01   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T6_C01   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T6_D01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T6_E01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T6_F01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T6_G01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T6_H01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T6_A02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T6_B02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T6_C02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T6_D02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T6_E02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T6_F02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T6_G02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T6_H02  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T6_A03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T6_B03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T6_C03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T6_D03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T6_E03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T6_F03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T6_G03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T6_H03  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T6_A04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T6_B04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T6_C04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T6_D04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T6_E04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T6_F04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T6_G04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T6_H04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T7_A05     100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T7_B05   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T7_C05   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T7_D05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T7_E05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T7_F05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T7_G05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T7_H05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T7_A06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T7_B06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T7_C06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T7_D06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T7_E06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T7_F06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T7_G06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T7_H06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T7_A07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T7_B07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T7_C07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T7_D07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T7_E07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T7_F07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T7_G07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T7_H07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T7_A08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T7_B08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T7_C08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T7_D08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T7_E08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T7_F08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T7_G08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T7_H08  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T8_A01     100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T8_B01   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T8_C01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T8_D01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T8_E01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T8_F01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T8_G01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T8_H01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_TNA_A02     10000  10000  10000  10000  10000  10000  10000  10000
## DGY#620_TNA_B02   10000  10000  10000  10000  10000  10000  10000  10000
## DGY#500_TNA_C02   10000  10000  10000  10000  10000  10000  10000  10000
## DGY#1315_TNA_D02   8720   8720   8720   8720   8720   8720   8720   8720
## DGY#1657_TNA_E02  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2071_TNA_F02  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2076_TNA_G02   9757   9757   9757   9757   9757   9757   9757   9757
## DGY#2150_TNA_H02   2560   2560   2560   2560   2560   2560   2560   2560
## DGY#2084_TNA_A03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2086_TNA_B03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2089_TNA_C03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2090_TNA_D03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#1972_TNA_E03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2135_TNA_F03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#2143_TNA_G03   8935   8935   8935   8935   8935   8935   8935   8935
## DGY#2144_TNA_H03  10000  10000  10000  10000  10000  10000  10000  10000
## DGY#1_T8_A04     100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T8_B04   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T8_C04   100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T8_D04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T8_E04   99191  99191  99191  99191  99191  99191  99191  99191
## DGY#2076_T8_F04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T8_G04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T8_H04  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T8_A05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T8_B05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T8_C05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T8_D05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T8_E05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T8_F05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T8_G05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T8_H05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T8_A06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T8_B06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T8_C06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T8_D06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T8_E06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T8_F06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T8_G06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T8_H06  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T8_A07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T8_B07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T8_C07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T8_D07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T8_E07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T8_F07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T8_G07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T8_H07  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T11_A01    100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T11_B01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T11_C01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T11_D01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T11_E01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T11_F01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T11_G01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T11_H01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_A02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_B02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_C02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_D02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T11_E02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T11_F02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T11_G02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T11_H02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T11_A03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T11_B03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T11_C03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T11_D03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_E03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_F03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_G03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_H03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T11_A04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T11_B04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T11_C04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T11_D04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_E04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_F04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_G04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_H04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T11_A05    100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T11_B05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T11_C05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T11_D05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T11_E05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T11_F05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T11_G05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T11_H05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_A06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_B06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_C06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_D06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T11_E06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T11_F06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T11_G06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T11_H06 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T11_A07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T11_B07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T11_C07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T11_D07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_E07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_F07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_G07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_H07 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T11_A08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T11_B08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T11_C08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T11_D08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T11_E08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T11_F08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T11_G08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T11_H08 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T13_A01    100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T13_B01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T13_C01  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T13_D01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T13_E01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T13_F01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T13_G01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T13_H01 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T13_A02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T13_B02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T13_C02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T13_D02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T13_E02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T13_F02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T13_G02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T13_H02 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T13_A03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T13_B03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2071_T13_C03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2150_T13_D03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T13_E03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T13_F03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T13_G03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T13_H03 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1972_T13_A04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2135_T13_B04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2143_T13_C04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2144_T13_D04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2084_T13_E04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2086_T13_F04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2089_T13_G04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2090_T13_H04 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1_T13_A05    100000 100000 100000 100000 100000 100000 100000 100000
## DGY#620_T13_B05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#500_T13_C05  100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1315_T13_D05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#1657_T13_E05 100000 100000 100000 100000 100000 100000 100000 100000
## DGY#2076_T13_F05 100000 100000 100000 100000 100000 100000 100000 100000
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## DGY#2135_T13_F06 100000 100000 100000 100000 100000 100000
## DGY#2143_T13_G06 100000 100000 100000 100000 100000 100000
## DGY#2144_T13_H06 100000 100000 100000 100000 100000 100000
## DGY#1657_T13_A07 100000 100000 100000 100000 100000 100000
## DGY#2076_T13_B07 100000 100000 100000 100000 100000 100000
## DGY#2071_T13_C07 100000 100000 100000 100000 100000 100000
## DGY#2150_T13_D07 100000 100000 100000 100000 100000 100000
## DGY#2084_T13_E07 100000 100000 100000 100000 100000 100000
## DGY#2086_T13_F07 100000 100000 100000 100000 100000 100000
## DGY#2089_T13_G07 100000 100000 100000 100000 100000 100000
## DGY#2090_T13_H07 100000 100000 100000 100000 100000 100000
## DGY#1972_T13_A08 100000 100000 100000 100000 100000 100000
## DGY#2135_T13_B08 100000 100000 100000 100000 100000 100000
## DGY#2143_T13_C08 100000 100000 100000 100000 100000 100000
## DGY#2144_T13_D08 100000 100000 100000 100000 100000 100000
## DGY#2084_T13_E08 100000 100000 100000 100000 100000 100000
## DGY#2086_T13_F08 100000 100000 100000 100000 100000 100000
## DGY#2089_T13_G08 100000 100000 100000 100000 100000 100000
## DGY#2090_T13_H08 100000 100000 100000 100000 100000 100000
## DGY#1_T14_A01    100000 100000 100000 100000 100000 100000
## DGY#620_T14_B01  100000 100000 100000 100000 100000 100000
## DGY#500_T14_C01  100000 100000 100000 100000 100000 100000
## DGY#1315_T14_D01 100000 100000 100000 100000 100000 100000
## DGY#1657_T14_E01 100000 100000 100000 100000 100000 100000
## DGY#2076_T14_F01 100000 100000 100000 100000 100000 100000
## DGY#2071_T14_G01 100000 100000 100000 100000 100000 100000
## DGY#2150_T14_H01 100000 100000 100000 100000 100000 100000
## DGY#2084_T14_A02 100000 100000 100000 100000 100000 100000
## DGY#2086_T14_B02 100000 100000 100000 100000 100000 100000
## DGY#2089_T14_C02 100000 100000 100000 100000 100000 100000
## DGY#2090_T14_D02 100000 100000 100000 100000 100000 100000
## DGY#1972_T14_E02 100000 100000 100000 100000 100000 100000
## DGY#2135_T14_F02  18306  18306  18306  18306  18306  18306
## DGY#2143_T14_G02 100000 100000 100000 100000 100000 100000
## DGY#2144_T14_H02 100000 100000 100000 100000 100000 100000
## DGY#1657_T14_A03 100000 100000 100000 100000 100000 100000
## DGY#2076_T14_B03 100000 100000 100000 100000 100000 100000
## DGY#2071_T14_C03 100000 100000 100000 100000 100000 100000
## DGY#2150_T14_D03 100000 100000 100000 100000 100000 100000
## DGY#2084_T14_E03 100000 100000 100000 100000 100000 100000
## DGY#2086_T14_F03 100000 100000 100000 100000 100000 100000
## DGY#2089_T14_G03 100000 100000 100000 100000 100000 100000
## DGY#2090_T14_H03 100000 100000 100000 100000 100000 100000
## DGY#1972_T14_A04 100000 100000 100000 100000 100000 100000
## DGY#2135_T14_B04 100000 100000 100000 100000 100000 100000
## DGY#2143_T14_C04 100000 100000 100000 100000 100000 100000
## DGY#2144_T14_D04 100000 100000 100000 100000 100000 100000
## DGY#2084_T14_E04 100000 100000 100000 100000 100000 100000
## DGY#2086_T14_F04 100000 100000 100000 100000 100000 100000
## DGY#2089_T14_G04 100000 100000 100000 100000 100000 100000
## DGY#2090_T14_H04 100000 100000 100000 100000 100000 100000
## DGY#1_T15_A01    100000 100000 100000 100000 100000 100000
## DGY#620_T15_B01  100000 100000 100000 100000 100000 100000
## DGY#500_T15_C01  100000 100000 100000 100000 100000 100000
## DGY#1315_T15_D01 100000 100000 100000 100000 100000 100000
## DGY#1657_T15_E01 100000 100000 100000 100000 100000 100000
## DGY#2076_T15_F01 100000 100000 100000 100000 100000 100000
## DGY#2071_T15_G01 100000 100000 100000 100000 100000 100000
## DGY#2150_T15_H01 100000 100000 100000 100000 100000 100000
## DGY#2084_T15_A02 100000 100000 100000 100000 100000 100000
## DGY#2086_T15_B02 100000 100000 100000 100000 100000 100000
## DGY#2089_T15_C02 100000 100000 100000 100000 100000 100000
## DGY#2090_T15_D02 100000 100000 100000 100000 100000 100000
## DGY#1972_T15_E02 100000 100000 100000 100000 100000 100000
## DGY#2135_T15_F02 100000 100000 100000 100000 100000 100000
## DGY#2143_T15_G02 100000 100000 100000 100000 100000 100000
## DGY#2144_T15_H02 100000 100000 100000 100000 100000 100000
## DGY#1657_T15_A03 100000 100000 100000 100000 100000 100000
## DGY#2076_T15_B03 100000 100000 100000 100000 100000 100000
## DGY#2071_T15_C03 100000 100000 100000 100000 100000 100000
## DGY#2150_T15_D03 100000 100000 100000 100000 100000 100000
## DGY#2084_T15_E03 100000 100000 100000 100000 100000 100000
## DGY#2086_T15_F03 100000 100000 100000 100000 100000 100000
## DGY#2089_T15_G03 100000 100000 100000 100000 100000 100000
## DGY#2090_T15_H03 100000 100000 100000 100000 100000 100000
## DGY#1972_T15_A04 100000 100000 100000 100000 100000 100000
## DGY#2135_T15_B04 100000 100000 100000 100000 100000 100000
## DGY#2143_T15_C04 100000 100000 100000 100000 100000 100000
## DGY#2144_T15_D04 100000 100000 100000 100000 100000 100000
## DGY#2084_T15_E04 100000 100000 100000 100000 100000 100000
## DGY#2086_T15_F04 100000 100000 100000 100000 100000 100000
## DGY#2089_T15_G04 100000 100000 100000 100000 100000 100000
## DGY#2090_T15_H04 100000 100000 100000 100000 100000 100000
## DGY#1_T18_A01    100000 100000 100000 100000 100000 100000
## DGY#620_T18_B01  100000 100000 100000 100000 100000 100000
## DGY#500_T18_C01  100000 100000 100000 100000 100000 100000
## DGY#1315_T18_D01 100000 100000 100000 100000 100000 100000
## DGY#1657_T18_E01 100000 100000 100000 100000 100000 100000
## DGY#2076_T18_F01 100000 100000 100000 100000 100000 100000
## DGY#2071_T18_G01 100000 100000 100000 100000 100000 100000
## DGY#2150_T18_H01 100000 100000 100000 100000 100000 100000
## DGY#2084_T18_A02 100000 100000 100000 100000 100000 100000
## DGY#2086_T18_B02 100000 100000 100000 100000 100000 100000
## DGY#2089_T18_C02 100000 100000 100000 100000 100000 100000
## DGY#2090_T18_D02 100000 100000 100000 100000 100000 100000
## DGY#1972_T18_E02 100000 100000 100000 100000 100000 100000
## DGY#2135_T18_F02 100000 100000 100000 100000 100000 100000
## DGY#2143_T18_G02 100000 100000 100000 100000 100000 100000
## DGY#2144_T18_H02 100000 100000 100000 100000 100000 100000
## DGY#1657_T18_A03 100000 100000 100000 100000 100000 100000
## DGY#2076_T18_B03 100000 100000 100000 100000 100000 100000
## DGY#2071_T18_C03 100000 100000 100000 100000 100000 100000
## DGY#2150_T18_D03 100000 100000 100000 100000 100000 100000
## DGY#2084_T18_E03 100000 100000 100000 100000 100000 100000
## DGY#2086_T18_F03 100000 100000 100000 100000 100000 100000
## DGY#2089_T18_G03 100000 100000 100000 100000 100000 100000
## DGY#2090_T18_H03 100000 100000 100000 100000 100000 100000
## DGY#1972_T18_A04 100000 100000 100000 100000 100000 100000
## DGY#2135_T18_B04 100000 100000 100000 100000 100000 100000
## DGY#2143_T18_C04 100000 100000 100000 100000 100000 100000
## DGY#2144_T18_D04 100000 100000 100000 100000 100000 100000
## DGY#2084_T18_E04 100000 100000 100000 100000 100000 100000
## DGY#2086_T18_F04 100000 100000 100000 100000 100000 100000
## DGY#2089_T18_G04 100000 100000 100000 100000 100000 100000
## DGY#2090_T18_H04 100000 100000 100000 100000 100000 100000
#Print the medians of data values for each measurement
fsApply(flowData, each_col, median)
##                      FSC.A    SSC.A    FL1.A  FL2.A   FL3.A  FL4.A
## DGY#1_T0_A01      286069.5  61026.0   1053.0  201.0   456.0  185.0
## DGY#620_T0_B01    276963.5  54805.0  25110.5  430.0  2077.0  437.0
## DGY#500_T0_C01    275628.5  55883.0  35736.0  511.0  2842.0  521.0
## DGY#1315_T0_D01   246890.0  48866.0  28087.5  440.0  2244.0  437.0
## DGY#1657_T0_E01   336104.0  78194.0   2019.0  250.0   608.0  229.0
## DGY#2076_T0_F01   314826.0  64305.5  21248.5  388.0  1775.0  383.0
## DGY#2071_T0_G01   279423.5  60814.0  36840.0  523.0  2913.0  529.0
## DGY#2150_T0_H01   251307.0  48130.0  23627.0  405.0  1961.5  404.0
## DGY#2084_T0_A02   281849.0  56948.5  34306.0  498.0  2675.0  512.0
## DGY#2086_T0_B02   260065.5  51883.5  29825.0  449.0  2324.0  453.0
## DGY#2089_T0_C02   273487.0  57032.0  47553.0  599.0  3464.0  607.0
## DGY#2090_T0_D02   249518.0  50653.0  27325.0  430.0  2157.0  430.0
## DGY#1972_T0_E02   277918.5  58340.0  54593.0  657.0  4049.0  678.0
## DGY#2135_T0_F02   294965.0  61140.0  44552.0  583.0  3420.0  588.0
## DGY#2143_T0_G02   370304.0  65166.0  52785.5  655.0  3981.5  659.0
## DGY#2144_T0_H02   251396.5  50750.0  33563.0  499.0  2735.0  497.0
## DGY#1657_T0_A03   274580.0  56488.0  30662.0  471.0  2477.0  481.0
## DGY#2076_T0_B03   268482.0  57003.0  39086.0  530.0  3000.0  538.0
## DGY#2071_T0_C03   283787.0  57359.0  28918.0  455.0  2291.0  458.0
## DGY#2150_T0_D03   293332.0  58325.0  33505.0  496.0  2624.0  497.0
## DGY#2084_T0_E03   271806.5  58191.0  33569.0  490.0  2601.0  499.0
## DGY#2086_T0_F03   245007.0  47090.0  25838.0  425.0  2113.0  427.0
## DGY#2089_T0_G03   307392.5  60605.0  24262.0  421.0  2032.0  410.0
## DGY#2090_T0_H03   328830.0  63693.0  16352.0  350.0  1509.0  340.0
## DGY#1972_T0_A04   277959.0  58954.5  60144.5  693.0  4454.0  705.0
## DGY#2135_T0_B04   250567.5  51455.0  29986.0  455.0  2312.0  461.0
## DGY#2143_T0_C04   269001.5  53680.0  18785.5  387.0  1748.0  385.0
## DGY#2144_T0_D04   282183.5  54988.0  25360.0  425.0  2077.0  421.0
## DGY#2084_T0_E04   383007.0  67131.0  55531.0  682.0  4225.0  705.0
## DGY#2086_T0_F04   262933.5  56419.5  34928.0  493.0  2705.0  493.5
## DGY#2089_T0_G04   304476.5  59826.0  36534.5  518.0  2862.0  515.0
## DGY#2090_T0_H04   324932.0  67741.0  37919.5  527.0  2911.0  524.0
## DGY#1_T6_A01      244133.5  45104.0    656.0  191.0   417.0  178.0
## DGY#620_T6_B01    247903.5  46956.0  35633.0  512.0  2902.0  515.0
## DGY#500_T6_C01    266626.5  51684.0  40208.0  561.0  3234.0  569.0
## DGY#1315_T6_D01   247780.0  44222.0  33158.0  481.0  2690.0  486.0
## DGY#1657_T6_E01   332086.5  63873.5   1546.0  257.0   614.0  240.0
## DGY#2076_T6_F01   289955.0  49918.0  22914.0  393.0  1953.0  386.0
## DGY#2071_T6_G01   266642.0  52283.5  37264.0  531.0  3027.0  540.5
## DGY#2150_T6_H01   235559.0  39812.0  22330.0  378.0  1888.0  386.0
## DGY#2084_T6_A02   246850.0  47092.5  42462.0  579.0  3411.0  582.0
## DGY#2086_T6_B02   235061.5  42279.5  32788.0  481.0  2669.0  483.0
## DGY#2089_T6_C02   260985.5  49573.0  69541.5  828.0  5330.0  836.0
## DGY#2090_T6_D02   250997.5  45525.0  32838.0  470.0  2613.0  481.0
## DGY#1972_T6_E02   250423.5  48073.5  75573.5  882.0  5767.0  890.0
## DGY#2135_T6_F02   266748.5  51639.5  45035.5  599.0  3556.0  598.0
## DGY#2143_T6_G02   291404.0  47760.0  49172.5  651.0  3911.0  675.0
## DGY#2144_T6_H02   248349.0  46689.5  28448.5  440.0  2342.0  448.0
## DGY#1657_T6_A03   257626.0  51219.0  39329.0  551.0  3190.0  554.0
## DGY#2076_T6_B03   246544.0  48355.5  42055.0  570.0  3347.0  575.0
## DGY#2071_T6_C03   265835.5  49537.0  35945.5  517.0  2902.0  526.0
## DGY#2150_T6_D03   277546.0  58573.0  44192.0  596.0  3507.0  611.0
## DGY#2084_T6_E03   255897.5  52692.0  44225.0  596.0  3527.0  599.0
## DGY#2086_T6_F03   236171.0  48425.0  34512.0  508.0  2843.0  515.0
## DGY#2089_T6_G03   300379.5  61207.0  25114.0  422.0  2137.0  423.0
## DGY#2090_T6_H03   329374.0  65161.0  21110.0  375.0  1812.0  376.0
## DGY#1972_T6_A04   261528.0  53816.0  66790.5  804.0  5162.0  815.0
## DGY#2135_T6_B04   239443.0  46236.0  40291.0  553.0  3204.0  553.0
## DGY#2143_T6_C04   255264.5  46745.0  32798.0  477.0  2646.0  486.0
## DGY#2144_T6_D04   274551.0  52680.0  34728.0  496.0  2800.0  506.0
## DGY#2084_T6_E04   310037.5  58420.0  53305.0  676.0  4180.0  683.0
## DGY#2086_T6_F04   263793.0  57220.5  41433.0  574.0  3324.0  580.0
## DGY#2089_T6_G04   300360.5  62018.0  43428.5  595.0  3457.0  604.0
## DGY#2090_T6_H04   294025.5  59381.0  41376.5  564.0  3283.0  570.0
## DGY#1_T7_A05      257257.0  57255.5   1014.0  201.0   445.0  186.0
## DGY#620_T7_B05    245869.5  53340.0  32623.5  481.0  2601.0  486.0
## DGY#500_T7_C05    256727.5  56481.0  40815.5  564.0  3255.0  569.0
## DGY#1315_T7_D05   249749.5  56578.5  34420.0  492.0  2773.0  499.0
## DGY#1657_T7_E05   350916.0  81086.5   2488.0  265.0   659.0  240.0
## DGY#2076_T7_F05   291383.0  62158.0  23009.0  402.0  1923.0  398.0
## DGY#2071_T7_G05   243137.5  54047.5  38110.0  539.0  3069.0  547.0
## DGY#2150_T7_H05   236201.0  51307.5  26291.5  418.0  2156.0  423.0
## DGY#2084_T7_A06   247339.5  53801.0  41924.0  571.0  3300.0  580.0
## DGY#2086_T7_B06   233099.0  49461.5  32519.0  472.0  2589.0  478.0
## DGY#2089_T7_C06   238728.0  52193.0  67002.5  800.0  5095.0  813.0
## DGY#2090_T7_D06   225495.5  49285.5  33174.0  478.0  2663.0  480.0
## DGY#1972_T7_E06   251129.0  55249.0  72046.5  842.0  5395.0  852.0
## DGY#2135_T7_F06   263561.5  57183.0  43417.0  580.0  3363.0  582.0
## DGY#2143_T7_G06   291327.0  59720.0  37764.0  518.0  2920.0  526.0
## DGY#2144_T7_H06   231525.5  50126.0  28036.0  440.0  2327.0  446.0
## DGY#1657_T7_A07   252201.5  54023.0  37196.0  523.0  2934.0  526.0
## DGY#2076_T7_B07   231013.5  50095.0  42202.0  565.0  3292.0  569.0
## DGY#2071_T7_C07   251463.5  56069.0  35269.5  503.0  2833.0  512.0
## DGY#2150_T7_D07   253081.0  57319.0  39278.0  553.0  3179.0  559.0
## DGY#2084_T7_E07   242318.0  51470.0  41842.0  571.0  3285.0  575.0
## DGY#2086_T7_F07   226643.0  48165.0  33844.0  490.0  2715.0  494.0
## DGY#2089_T7_G07   285366.0  61768.5  23588.0  409.0  2020.0  405.0
## DGY#2090_T7_H07   312037.0  63156.0  19628.0  371.0  1745.0  367.0
## DGY#1972_T7_A08   264865.0  53760.5  62984.5  767.0  4780.0  788.0
## DGY#2135_T7_B08   224380.0  50105.0  38043.0  524.0  3003.0  528.0
## DGY#2143_T7_C08   241255.5  53891.5  29036.0  439.0  2343.0  443.0
## DGY#2144_T7_D08   281309.0  59191.0  35118.0  517.0  2912.0  526.0
## DGY#2084_T7_E08   305516.0  57147.0  54558.5  688.0  4192.0  696.0
## DGY#2086_T7_F08   243023.0  54904.0  40854.0  555.0  3213.0  559.0
## DGY#2089_T7_G08   266206.5  59468.0  39373.0  548.0  3157.0  550.0
## DGY#2090_T7_H08   280810.5  64116.0  40320.0  559.0  3240.0  559.0
## DGY#1_T8_A01      206220.5  44935.0    980.0  194.0   435.0  181.0
## DGY#500_T8_B01    189294.0  43760.0  41816.0  579.0  3353.0  586.0
## DGY#1315_T8_C01   192133.5  44303.0  75603.5  860.0  5692.0  880.0
## DGY#1657_T8_D01   199102.5  45352.5  36369.5  521.0  2958.0  526.0
## DGY#2084_T8_E01   188893.0  44209.0  36362.0  524.0  2966.0  531.0
## DGY#2144_T8_F01   182969.5  41334.5  38486.0  537.0  3098.0  540.0
## DGY#2150_T8_G01   236694.0  47798.0  49719.0  632.0  3890.0  649.0
## DGY#2135_T8_H01   176024.5  39570.0  29295.0  446.0  2434.0  453.0
## DGY#1_TNA_A02     399510.0  67487.5   2341.0  229.0   567.0  214.0
## DGY#620_TNA_B02   580309.5  97012.5 155515.0 1706.0 11436.0 1716.0
## DGY#500_TNA_C02   493668.0  81642.0   3433.0  260.0   685.0  235.0
## DGY#1315_TNA_D02  748798.5 111725.0  97815.5 1215.0  7466.0 1206.0
## DGY#1657_TNA_E02  402765.0  70768.5 119218.5 1283.5  9010.0 1304.0
## DGY#2071_TNA_F02  519366.5  81517.0 139264.0 1529.5 10288.5 1537.5
## DGY#2076_TNA_G02  483620.0  77509.0 251939.0 2568.0 18276.0 2607.0
## DGY#2150_TNA_H02  853326.0 144910.5 248309.0 2649.5 18367.0 2655.5
## DGY#2084_TNA_A03  462639.0  76021.0 123386.0 1380.0  9348.0 1410.0
## DGY#2086_TNA_B03  426943.5  66232.0 114938.0 1259.0  8676.5 1265.0
## DGY#2089_TNA_C03  448285.0  74518.0 157358.5 1692.0 11723.0 1722.0
## DGY#2090_TNA_D03  523477.0  87429.5 120571.0 1361.0  9046.0 1369.0
## DGY#1972_TNA_E03  438611.0  71982.5 122443.0 1355.0  9144.0 1375.5
## DGY#2135_TNA_F03  447898.5  74824.5 115311.0 1296.0  8779.0 1312.5
## DGY#2143_TNA_G03  476463.0  74133.0 119998.0 1334.0  8913.0 1364.0
## DGY#2144_TNA_H03  435236.5  77359.5 130643.0 1440.0  9860.0 1433.0
## DGY#1_T8_A04      304911.5  63229.0    548.0  190.0   390.0  185.0
## DGY#620_T8_B04    245836.5  48236.0    454.5  179.0   373.0  178.0
## DGY#500_T8_C04    223354.5  49940.0  33856.0  481.0  2687.0  487.0
## DGY#1315_T8_D04   180119.0  40947.0  25405.0  388.0  2006.0  391.0
## DGY#1657_T8_E04   448121.0  80620.0   1154.0  237.0   524.0  221.0
## DGY#2076_T8_F04   232615.0  57473.5  12427.5  303.0  1203.0  303.0
## DGY#2071_T8_G04   227594.5  48562.5  31195.0  459.0  2506.0  467.0
## DGY#2150_T8_H04   176050.0  39704.0  21460.0  359.0  1782.0  359.0
## DGY#2084_T8_A05   210868.0  51208.0  31828.0  453.0  2521.0  459.0
## DGY#2086_T8_B05   198239.0  48425.0  20480.0  356.0  1655.0  363.0
## DGY#2089_T8_C05   216763.5  55776.5  30287.0  444.0  2247.0  471.0
## DGY#2090_T8_D05   172639.5  38420.0  26477.5  400.0  2107.0  402.0
## DGY#1972_T8_E05   218664.5  53481.0  56839.0  674.0  4268.0  675.0
## DGY#2135_T8_F05   216435.0  51371.0  37153.0  505.0  2899.0  505.0
## DGY#2143_T8_G05   247708.0  49560.0  40037.5  531.0  3095.0  535.0
## DGY#2144_T8_H05   182203.5  40012.0  20954.0  355.0  1714.5  357.0
## DGY#1657_T8_A06   216189.0  49742.0  31979.0  461.0  2562.0  465.0
## DGY#2076_T8_B06   191357.0  43159.0  35149.0  489.0  2777.0  487.0
## DGY#2071_T8_C06   206408.0  47186.0  30377.0  447.0  2417.0  449.0
## DGY#2150_T8_D06   198383.0  44302.0  32402.0  470.0  2580.0  475.0
## DGY#2084_T8_E06   216416.0  49127.5  36153.0  500.0  2848.0  502.0
## DGY#2086_T8_F06   189007.0  41951.0  28442.0  428.0  2306.0  430.0
## DGY#2089_T8_G06   228566.5  52342.0  19045.0  346.0  1599.0  341.0
## DGY#2090_T8_H06   246120.5  52201.0  16003.0  321.0  1409.0  316.0
## DGY#1972_T8_A07   210214.5  46850.0  55378.5  671.0  4190.0  677.0
## DGY#2135_T8_B07   188992.5  43388.0  30202.5  431.0  2363.0  432.0
## DGY#2143_T8_C07   205149.0  44151.0  27903.0  427.0  2264.0  429.0
## DGY#2144_T8_D07   204896.5  45086.5  27465.0  422.0  2233.0  429.0
## DGY#2084_T8_E07   249025.5  49372.5  42929.5  564.0  3313.0  576.0
## DGY#2086_T8_F07   216285.5  48550.0  34429.0  483.0  2709.0  484.0
## DGY#2089_T8_G07   207132.0  46297.5  31054.0  447.0  2450.0  449.0
## DGY#2090_T8_H07   217163.0  50097.0  31023.0  449.0  2449.0  449.0
## DGY#1_T11_A01     301539.0  64301.0    941.0  207.0   469.0  194.0
## DGY#620_T11_B01   273926.0  51460.0   1106.0  221.0   593.0  223.0
## DGY#500_T11_C01   319644.0  67535.5  32060.0  472.0  2562.0  483.0
## DGY#1315_T11_D01  302425.0  64268.0  33996.0  490.0  2773.0  505.0
## DGY#1657_T11_E01  363916.0  89838.0    899.0  204.0   463.0  197.0
## DGY#2076_T11_F01  324887.0  63329.5  22055.5  394.0  1911.0  389.0
## DGY#2071_T11_G01  291324.0  64745.0  31485.5  468.0  2547.0  480.0
## DGY#2150_T11_H01  265414.5  50895.5   2254.0  304.0  1119.0  319.0
## DGY#2084_T11_A02  291884.0  64321.0  36072.0  506.0  2878.0  516.0
## DGY#2086_T11_B02  284562.0  58471.0  31750.0  464.0  2565.0  472.0
## DGY#2089_T11_C02  315427.0  69211.0  42010.5  595.0  3435.0  618.0
## DGY#2090_T11_D02  276184.5  57304.0  31720.0  471.0  2601.0  481.0
## DGY#1972_T11_E02  297719.0  62610.5  74226.0  861.0  5686.0  883.0
## DGY#2135_T11_F02  322571.5  68822.0  44584.0  604.0  3603.0  618.0
## DGY#2143_T11_G02  307692.5  63201.0  32433.5  492.0  2538.0  506.0
## DGY#2144_T11_H02  268287.5  54454.5   3168.0  324.0  1283.0  334.0
## DGY#1657_T11_A03  326570.0  66418.0   1926.0  313.0  1060.0  331.0
## DGY#2076_T11_B03  287495.5  59204.0   1864.0  310.0  1063.0  332.0
## DGY#2071_T11_C03  287704.5  62085.0  34117.0  500.0  2801.0  513.0
## DGY#2150_T11_D03  276215.0  59765.0   3356.0  352.0  1429.0  373.0
## DGY#2084_T11_E03  303431.0  66839.0  35176.5  499.0  2788.0  509.0
## DGY#2086_T11_F03  282041.5  56544.0    668.0  194.0   454.0  192.0
## DGY#2089_T11_G03  324542.5  65257.0   1146.0  235.0   646.0  236.0
## DGY#2090_T11_H03  349416.0  70143.0   2347.0  284.0   977.0  284.0
## DGY#1972_T11_A04  295802.0  63893.0  64531.0  770.0  4978.0  788.0
## DGY#2135_T11_B04  277825.5  60233.0  34985.0  492.0  2807.0  500.0
## DGY#2143_T11_C04  278643.5  56452.5   1686.0  275.0   900.0  287.0
## DGY#2144_T11_D04  285043.0  59056.0   3026.0  334.0  1343.0  347.0
## DGY#2084_T11_E04  310681.5  58345.0  40894.0  551.0  3265.0  566.0
## DGY#2086_T11_F04  288016.5  62401.0  34657.0  492.0  2721.0  506.0
## DGY#2089_T11_G04  300909.5  65498.5  31553.0  467.0  2526.0  474.0
## DGY#2090_T11_H04  305960.0  66735.5   9101.5  386.0  1670.0  401.0
## DGY#1_T11_A05     260323.0  51440.0   1041.0  197.0   444.0  181.0
## DGY#620_T11_B05   224048.5  47009.0  38126.0  543.0  3142.5  566.0
## DGY#500_T11_C05   262132.0  53026.5  45116.0  614.0  3634.0  632.0
## DGY#1315_T11_D05  316849.5  60713.0  45820.0  614.0  3698.0  642.0
## DGY#1657_T11_E05  263436.0  57643.0   1719.0  228.0   555.0  210.0
## DGY#2076_T11_F05  248375.5  49108.5  24906.0  430.0  2208.0  433.0
## DGY#2071_T11_G05  238579.5  50657.0  40307.5  565.0  3282.0  585.0
## DGY#2150_T11_H05  219778.0  44904.0  32074.0  483.0  2678.0  497.0
## DGY#2084_T11_A06  244436.0  51636.0  43898.0  595.0  3536.0  614.0
## DGY#2086_T11_B06  226520.5  46240.0  38487.5  549.0  3166.0  569.0
## DGY#2089_T11_C06  233742.5  48838.0  73285.5  869.0  5656.0  903.0
## DGY#2090_T11_D06  214780.5  44078.0  37441.0  531.0  3071.0  548.0
## DGY#1972_T11_E06  236894.0  49314.0  85717.5  976.0  6539.0 1018.0
## DGY#2135_T11_F06  251802.5  53015.5  46663.0  630.0  3750.0  653.0
## DGY#2143_T11_G06  252014.0  48516.0  51095.0  667.0  4052.0  688.0
## DGY#2144_T11_H06  217588.0  44584.0  32074.0  483.0  2691.0  496.0
## DGY#1657_T11_A07  260541.0  53517.0  45063.0  608.0  3622.0  632.0
## DGY#2076_T11_B07  220083.5  45290.0  45067.0  607.0  3631.0  627.0
## DGY#2071_T11_C07  232504.0  48822.0  39703.0  558.0  3238.0  576.0
## DGY#2150_T11_D07  224908.0  47248.0  39003.0  558.0  3207.0  570.0
## DGY#2084_T11_E07  257975.0  54004.5  45684.0  611.0  3636.0  630.0
## DGY#2086_T11_F07  219594.5  46329.0  35693.0  521.0  2941.0  529.0
## DGY#2089_T11_G07  255342.0  48503.0  24775.0  427.0  2181.0  423.0
## DGY#2090_T11_H07  278416.0  52748.0  22483.0  406.0  2050.0  407.0
## DGY#1972_T11_A08  243094.5  49746.0  69036.5  814.0  5293.0  848.0
## DGY#2135_T11_B08  208955.5  42598.0  40668.0  565.0  3298.0  580.0
## DGY#2143_T11_C08  230150.5  47851.5  37627.0  540.0  3112.0  559.0
## DGY#2144_T11_D08  238702.0  51461.5  37390.0  545.0  3109.0  564.0
## DGY#2084_T11_E08  259124.0  50219.5  50106.0  654.0  3993.0  681.0
## DGY#2086_T11_F08  236269.0  49686.5  47559.0  639.0  3826.0  662.0
## DGY#2089_T11_G08  241486.5  52304.0  40479.0  571.0  3323.0  588.0
## DGY#2090_T11_H08  248372.0  54930.0  41776.0  581.0  3404.0  598.0
## DGY#1_T13_A01     320736.0  65027.0   1224.0  216.0   494.0  201.0
## DGY#620_T13_B01   339322.5  71802.0  64454.0  816.0  5074.0  837.0
## DGY#500_T13_C01   354913.0  72685.5  72614.0  904.0  5719.0  906.0
## DGY#1315_T13_D01  340574.5  71086.5  71608.5  886.0  5591.0  890.0
## DGY#1657_T13_E01  446149.5  91149.0   2421.0  287.0   676.0  269.0
## DGY#2076_T13_F01  360021.0  64781.0  36894.0  562.0  3094.0  561.0
## DGY#2071_T13_G01  310710.5  69182.0  61140.0  786.0  4841.0  791.0
## DGY#2150_T13_H01  327731.0  68451.0  56923.0  744.0  4526.0  742.0
## DGY#2084_T13_A02  348549.5  64803.5  77127.0  937.0  5992.0  975.0
## DGY#2086_T13_B02  341996.0  72152.0  63532.0  804.0  5017.0  820.0
## DGY#2089_T13_C02  317014.0  70127.0 103944.0 1181.0  7955.0 1192.0
## DGY#2090_T13_D02  336292.5  70169.5  66666.0  833.0  5208.0  836.0
## DGY#1972_T13_E02  369088.5  72840.0 151075.0 1617.0 11359.0 1666.0
## DGY#2135_T13_F02  883361.5 157632.0 194934.5 2148.0 14769.0 2150.0
## DGY#2143_T13_G02  423415.0  86156.0  94771.5 1128.0  7319.0 1134.0
## DGY#2144_T13_H02  332386.0  68866.0  60007.0  770.0  4741.0  770.0
## DGY#1657_T13_A03  341654.0  69840.0  63140.0  797.0  4975.0  824.0
## DGY#2076_T13_B03  383212.5  76602.0  96078.5 1133.0  7406.0 1145.0
## DGY#2071_T13_C03  319015.0  67509.0  58200.0  763.0  4645.0  769.0
## DGY#2150_T13_D03  316016.5  70944.0  57670.0  758.0  4616.0  764.0
## DGY#2084_T13_E03  440993.0  89289.0 101270.0 1180.0  7813.0 1215.0
## DGY#2086_T13_F03  332050.0  70909.0  62380.0  800.0  4967.0  808.0
## DGY#2089_T13_G03  340302.0  63997.0  33495.0  533.0  2860.0  524.0
## DGY#2090_T13_H03  336119.5  66655.0  26402.0  456.0  2346.0  445.0
## DGY#1972_T13_A04  341251.0  71366.0 121628.0 1337.0  9212.0 1377.0
## DGY#2135_T13_B04  348159.5  69720.0  81239.0  979.0  6310.0  989.0
## DGY#2143_T13_C04  344522.0  71569.0  53162.0  699.0  4243.0  703.0
## DGY#2144_T13_D04  324799.5  73637.0  50902.5  692.0  4134.0  696.0
## DGY#2084_T13_E04  434673.0  84656.0 111697.0 1284.0  8544.5 1321.0
## DGY#2086_T13_F04  494457.5  95942.5 121416.0 1395.0  9283.0 1410.0
## DGY#2089_T13_G04  511280.5 107870.0  93486.0 1131.0  7275.0 1140.0
## DGY#2090_T13_H04  383075.0  87244.0  58441.0  767.0  4665.0  772.0
## DGY#1_T13_A05     327541.5  69947.0   1759.0  228.0   536.0  207.0
## DGY#620_T13_B05   333196.0  69501.0  68169.0  854.0  5225.0  858.0
## DGY#500_T13_C05   405874.5  83372.0  89616.0 1066.0  6721.0 1064.0
## DGY#1315_T13_D05  372879.0  75036.0  80891.0  976.0  6082.0  985.0
## DGY#1657_T13_E05  509715.0  93879.0   3578.0  291.0   736.0  262.0
## DGY#2076_T13_F05  386374.5  74448.0  44549.5  645.0  3580.0  632.0
## DGY#2071_T13_G05  364001.0  75441.5  75610.0  929.0  5725.0  935.0
## DGY#2150_T13_H05  366127.0  73989.5  64052.0  816.0  4909.0  821.0
## DGY#2084_T13_A06  445563.5  89509.0 110555.0 1277.0  8354.0 1271.0
## DGY#2086_T13_B06  320422.0  65888.5  68588.0  853.0  5249.0  853.0
## DGY#2089_T13_C06  350944.0  71839.0 133440.0 1455.0  9812.0 1471.0
## DGY#2090_T13_D06  367042.5  75026.5  84287.0 1006.0  6323.0 1010.0
## DGY#1972_T13_E06  408504.0  82311.0 196670.5 2067.0 14453.0 2081.0
## DGY#2135_T13_F06 1022997.5 156369.5 240587.5 2606.0 17631.0 2580.0
## DGY#2143_T13_G06  500079.0  91008.0 122368.0 1398.0  9071.0 1404.0
## DGY#2144_T13_H06  328499.5  66728.0  69688.5  864.0  5293.0  865.0
## DGY#1657_T13_A07  327315.5  68126.0  72085.5  888.0  5543.0  891.0
## DGY#2076_T13_B07  445754.0  84812.0 120134.0 1362.0  8953.0 1376.0
## DGY#2071_T13_C07  358771.5  75632.0  73500.5  909.0  5595.0  918.0
## DGY#2150_T13_D07  335604.0  74451.0  62816.0  788.0  4775.0  789.0
## DGY#2084_T13_E07  518904.5 100725.0 130644.5 1471.0  9746.0 1485.0
## DGY#2086_T13_F07  364035.5  75070.5  75681.0  926.0  5781.0  928.0
## DGY#2089_T13_G07  343879.0  64044.0  38813.0  587.0  3182.0  575.0
## DGY#2090_T13_H07  339332.5  67467.5  28069.0  472.0  2411.0  465.0
## DGY#1972_T13_A08  359410.0  75774.5 140280.0 1523.0 10335.5 1534.0
## DGY#2135_T13_B08  380159.0  76091.0  99884.0 1156.0  7447.0 1161.0
## DGY#2143_T13_C08  371702.0  75600.0  59476.0  752.0  4564.0  761.0
## DGY#2144_T13_D08  320674.0  69465.0  53751.0  714.0  4184.0  722.0
## DGY#2084_T13_E08  487792.5  87598.5 134059.5 1505.0  9896.0 1512.0
## DGY#2086_T13_F08  522181.0  97273.0 144648.5 1611.0 10673.0 1630.0
## DGY#2089_T13_G08  575261.0 111959.5 113074.5 1320.0  8400.0 1337.0
## DGY#2090_T13_H08  400210.0  84658.0  63499.0  813.0  4889.0  826.0
## DGY#1_T14_A01     353009.0  73187.0   1343.0  263.0   591.0  252.0
## DGY#620_T14_B01   285499.0  62599.5  66931.0  839.0  5242.0  877.0
## DGY#500_T14_C01   349025.0  79380.0  79706.5  973.0  6173.0  995.0
## DGY#1315_T14_D01  370619.0  55232.5   2357.0  318.0   732.0  299.0
## DGY#1657_T14_E01  404041.0  84421.0   3165.0  285.0   727.0  259.0
## DGY#2076_T14_F01  284383.5  57731.0  35933.0  543.0  3002.5  547.0
## DGY#2071_T14_G01  319331.5  71305.0  76339.5  923.0  5918.0  953.0
## DGY#2150_T14_H01  292561.5  62560.0  54606.0  720.0  4372.0  734.0
## DGY#2084_T14_A02  447088.5  89978.0 124780.5 1411.0  9443.0 1458.0
## DGY#2086_T14_B02  283175.0  60523.0  62618.0  785.0  4909.0  814.0
## DGY#2089_T14_C02  312991.0  72134.5 130100.5 1418.0  9791.0 1455.0
## DGY#2090_T14_D02  297854.5  67455.0  72990.5  888.0  5660.0  910.0
## DGY#1972_T14_E02  420185.5  84040.5 209530.5 2190.0 15625.0 2242.0
## DGY#2135_T14_F02 1191936.5 220532.5 208411.0 2485.0 15895.5 2522.0
## DGY#2143_T14_G02  489472.0  95500.0 129577.0 1473.0  9836.0 1506.0
## DGY#2144_T14_H02  300542.0  67047.0  63672.0  800.0  5013.0  814.0
## DGY#1657_T14_A03  351860.0  70230.0  71089.5  926.0  5543.0  950.0
## DGY#2076_T14_B03  445918.5  87783.0 130151.0 1455.0  9857.0 1500.0
## DGY#2071_T14_C03  302121.5  69231.5  70534.0  875.0  5516.0  907.0
## DGY#2150_T14_D03  295915.5  71074.0  66663.5  836.0  5271.0  861.0
## DGY#2084_T14_E03  386946.5  78765.0  83150.0 1012.0  6421.0 1045.0
## DGY#2086_T14_F03  345348.5  74282.5  80563.0  970.0  6231.0 1004.0
## DGY#2089_T14_G03  268752.5  57697.0  31520.0  511.0  2660.0  515.0
## DGY#2090_T14_H03  279617.0  59597.0  27519.0  462.0  2425.0  459.0
## DGY#1972_T14_A04  351197.0  76824.5 149668.0 1613.0 11217.0 1659.0
## DGY#2135_T14_B04  350867.0  74350.0  99432.0 1144.0  7593.0 1182.0
## DGY#2143_T14_C04  262105.5  61710.0  55185.0  713.0  4369.0  732.0
## DGY#2144_T14_D04  268883.5  63234.0  54515.0  713.0  4342.0  731.0
## DGY#2084_T14_E04  600223.0 106303.5 170754.5 1880.0 12844.0 1925.0
## DGY#2086_T14_F04  528885.5  99106.5 143426.0 1597.0 10872.0 1645.0
## DGY#2089_T14_G04  571698.5 120593.0 128351.0 1464.0  9789.0 1504.0
## DGY#2090_T14_H04  358404.5  88239.0  73641.0  907.0  5739.0  931.0
## DGY#1_T15_A01     328107.0  72699.5   1559.0  241.0   561.0  224.0
## DGY#620_T15_B01   359306.5  71855.5   1632.0  312.0   735.0  324.0
## DGY#500_T15_C01   443759.5  91415.5   1897.0  318.0   701.0  319.0
## DGY#1315_T15_D01  345741.5  75893.5  85593.0 1026.0  6510.0 1050.0
## DGY#1657_T15_E01  316955.5  67900.0   2327.0  271.0   649.0  251.0
## DGY#2076_T15_F01  269295.0  56017.0  32054.0  505.0  2691.0  510.0
## DGY#2071_T15_G01  364152.0  80376.5   4252.0  430.0  1592.0  448.0
## DGY#2150_T15_H01  371093.0  60549.0   1442.0  297.0   616.0  284.0
## DGY#2084_T15_A02  394356.5  81284.5 108634.0 1255.0  8233.0 1302.0
## DGY#2086_T15_B02  257603.0  54870.5  57399.0  735.0  4553.0  761.0
## DGY#2089_T15_C02  343730.5  75430.5 122554.0 1368.0  9157.0 1417.0
## DGY#2090_T15_D02  325563.0  71865.5  72014.0  878.0  5549.0  912.0
## DGY#1972_T15_E02  380168.5  81611.5 199751.0 2093.0 14801.0 2158.0
## DGY#2135_T15_F02  678218.0 116984.0  30830.0  729.0  3265.0  778.0
## DGY#2143_T15_G02  427587.0  63029.0   3749.0  324.0   819.0  313.0
## DGY#2144_T15_H02  347524.5  75588.5   2381.0  396.0  1202.0  429.0
## DGY#1657_T15_A03  356859.5  73473.0   2512.0  399.0  1208.0  410.0
## DGY#2076_T15_B03  444864.5  83916.0 117792.0 1355.0  8971.0 1408.0
## DGY#2071_T15_C03  332488.5  75553.0  74745.0  928.0  5803.0  967.0
## DGY#2150_T15_D03  364558.0  83195.0  54495.5  757.0  4297.0  798.0
## DGY#2084_T15_E03  387160.5  79222.0  93847.5 1122.0  7171.0 1160.0
## DGY#2086_T15_F03  369000.5  76548.0  84414.0 1025.0  6487.0 1071.0
## DGY#2089_T15_G03  337987.0  69878.0   3452.0  380.0  1304.0  392.0
## DGY#2090_T15_H03  298567.5  63219.0  25847.0  444.0  2256.0  452.0
## DGY#1972_T15_A04  337674.5  73493.0 144115.0 1563.0 10736.0 1617.0
## DGY#2135_T15_B04  361825.0  77540.0 101506.5 1175.0  7700.0 1230.0
## DGY#2143_T15_C04  306232.0  69019.5  59295.5  761.0  4635.0  786.0
## DGY#2144_T15_D04  364240.5  73480.5   1361.0  278.0   634.0  286.0
## DGY#2084_T15_E04  848840.0 137558.5 229552.0 2475.0 17013.0 2535.0
## DGY#2086_T15_F04  445102.0  85500.0 110266.0 1262.0  8348.0 1316.0
## DGY#2089_T15_G04  679914.5 152168.0   7764.0  646.0  1846.0  691.0
## DGY#2090_T15_H04  382433.0  91676.5  71187.5  885.0  5555.0  921.0
## DGY#1_T18_A01     338659.0  68596.5   1479.0  219.0   512.0  198.0
## DGY#620_T18_B01   278936.5  58925.0  55346.0  723.0  4386.0  751.0
## DGY#500_T18_C01   315241.5  64698.5  55634.0  719.0  4389.0  740.0
## DGY#1315_T18_D01  269137.5  54674.0  61228.0  794.0  4874.0  832.0
## DGY#1657_T18_E01  295321.5  62353.0   2017.0  241.0   582.0  217.0
## DGY#2076_T18_F01  280008.0  60257.0  30703.0  492.0  2615.0  487.0
## DGY#2071_T18_G01  361583.5  71877.0  50111.0  676.0  3997.0  688.0
## DGY#2150_T18_H01  260892.5  52672.0  41120.0  587.0  3423.0  614.0
## DGY#2084_T18_A02  298576.0  58666.0  61306.0  773.0  4796.0  792.0
## DGY#2086_T18_B02  258430.0  54540.5  47228.0  637.0  3786.0  656.0
## DGY#2089_T18_C02  297059.5  64122.0  99646.5 1119.0  7531.0 1159.0
## DGY#2090_T18_D02  256664.5  52303.0  44264.0  602.0  3598.0  630.0
## DGY#1972_T18_E02  310967.0  62295.5 115562.0 1268.0  8666.0 1316.0
## DGY#2135_T18_F02  250904.0  55214.0  51593.0  682.0  4115.0  699.0
## DGY#2143_T18_G02  320141.5  66883.5  68086.0  847.0  5287.0  878.0
## DGY#2144_T18_H02  262955.5  51346.0  43859.0  602.0  3551.0  629.0
## DGY#1657_T18_A03  283215.0  57758.0  50712.0  674.0  4049.0  691.0
## DGY#2076_T18_B03  298767.5  60224.0  76811.5  914.0  5897.0  951.0
## DGY#2071_T18_C03  275761.0  57363.0  53384.0  702.0  4256.0  729.0
## DGY#2150_T18_D03  303747.0  63205.5  54552.5  707.0  4285.0  745.0
## DGY#2084_T18_E03  318346.5  63170.0  66487.0  829.0  5148.0  856.0
## DGY#2086_T18_F03  292406.0  56397.0  42851.0  599.0  3402.0  608.0
## DGY#2089_T18_G03  272151.0  56050.5  30040.0  486.0  2580.0  487.0
## DGY#2090_T18_H03  299194.0  61027.0  25952.0  444.0  2301.0  451.0
## DGY#1972_T18_A04  295572.5  60654.0 110305.5 1225.0  8295.0 1268.0
## DGY#2135_T18_B04  283620.0  58447.5  69848.0  853.0  5400.0  891.0
## DGY#2143_T18_C04  272811.0  58173.5  47558.0  652.0  3899.0  683.0
## DGY#2144_T18_D04  271358.0  59754.0  46754.0  630.0  3782.0  661.0
## DGY#2084_T18_E04  286019.0  58616.0  61575.5  779.0  4788.0  804.0
## DGY#2086_T18_F04  275713.0  53313.0  59802.0  752.0  4660.0  778.0
## DGY#2089_T18_G04  279708.5  59656.0  52600.0  693.0  4213.0  723.0
## DGY#2090_T18_H04  283172.0  64390.5  52854.5  689.0  4193.0  716.0
##                      FSC.H    SSC.H    FL1.H  FL2.H   FL3.H  FL4.H Width
## DGY#1_T0_A01      414931.0  74847.0   1965.0  148.0  1210.0  352.0    52
## DGY#620_T0_B01    398551.5  67690.5  22936.5  290.0  2120.0  495.0    52
## DGY#500_T0_C01    399823.0  69631.0  31639.5  358.0  2658.0  543.0    51
## DGY#1315_T0_D01   374092.0  63061.5  26466.0  307.0  2382.0  494.0    49
## DGY#1657_T0_E01   418034.5  83936.0   2552.0  174.0  1337.0  392.0    60
## DGY#2076_T0_F01   437004.5  75613.5  18084.0  257.0  1886.0  461.0    55
## DGY#2071_T0_G01   403619.5  74992.0  32435.0  368.0  2702.0  550.0    52
## DGY#2150_T0_H01   378865.5  62099.0  21809.5  278.0  2084.0  469.0    49
## DGY#2084_T0_A02   408056.5  69526.5  30972.0  342.0  2551.0  542.0    52
## DGY#2086_T0_B02   385109.0  64872.0  27244.5  311.0  2323.5  504.0    50
## DGY#2089_T0_C02   390171.5  68625.0  42645.0  425.0  3220.5  606.0    52
## DGY#2090_T0_D02   373624.5  64433.0  25446.0  298.0  2231.0  486.0    49
## DGY#1972_T0_E02   404654.5  71494.0  49979.0  488.5  3721.0  659.0    52
## DGY#2135_T0_F02   417084.0  73758.0  38202.5  413.0  3061.0  586.0    53
## DGY#2143_T0_G02   513983.0  77025.5  46949.0  482.0  3596.0  642.0    57
## DGY#2144_T0_H02   382769.5  65219.5  30485.0  358.0  2638.0  529.0    49
## DGY#1657_T0_A03   398134.5  69816.5  27569.0  321.0  2518.0  524.0    51
## DGY#2076_T0_B03   389142.5  69464.5  34858.5  376.0  2793.0  557.0    51
## DGY#2071_T0_C03   410898.0  70353.5  26352.5  313.0  2310.0  506.0    52
## DGY#2150_T0_D03   411495.0  69486.5  29190.0  338.0  2482.0  526.0    53
## DGY#2084_T0_E03   391367.5  70600.5  29955.5  334.0  2490.0  533.0    52
## DGY#2086_T0_F03   369471.0  59463.5  23942.5  293.0  2185.0  485.0    49
## DGY#2089_T0_G03   431432.5  70685.0  20282.0  281.0  2063.0  471.0    54
## DGY#2090_T0_H03   463265.5  76615.0  14475.5  237.0  1809.0  433.0    55
## DGY#1972_T0_A04   401678.5  72484.0  54205.0  526.0  4018.0  678.0    52
## DGY#2135_T0_B04   369348.0  64296.0  27595.5  312.0  2350.0  507.0    50
## DGY#2143_T0_C04   394224.5  67181.5  17459.0  262.0  1980.0  460.0    51
## DGY#2144_T0_D04   405531.0  66984.5  23166.0  291.0  2220.0  482.0    53
## DGY#2084_T0_E04   516830.5  79064.0  47694.0  490.0  3672.0  666.0    58
## DGY#2086_T0_F04   386075.0  70253.0  31541.5  349.0  2569.0  530.0    51
## DGY#2089_T0_G04   431136.0  71449.5  32037.0  363.0  2665.0  542.0    54
## DGY#2090_T0_H04   452024.5  80096.0  33069.0  366.0  2692.0  545.0    55
## DGY#1_T6_A01      418169.5  65415.0   1271.0  125.0  1104.0  320.0    45
## DGY#620_T6_B01    423561.0  67636.5  37552.0  408.0  3037.5  554.0    45
## DGY#500_T6_C01    437360.5  72241.5  40160.0  438.0  3232.0  588.0    47
## DGY#1315_T6_D01   428457.0  64092.5  35258.0  380.0  2850.5  530.0    45
## DGY#1657_T6_E01   479150.0  80177.0   1854.0  162.0  1310.0  377.0    54
## DGY#2076_T6_F01   463833.0  67451.0  22459.0  279.0  2100.0  455.0    49
## DGY#2071_T6_G01   442608.5  73963.0  37732.0  413.0  3056.0  567.0    46
## DGY#2150_T6_H01   403142.0  56986.5  24133.5  274.0  2154.0  457.0    44
## DGY#2084_T6_A02   412813.5  66756.5  42865.5  460.0  3424.0  602.0    46
## DGY#2086_T6_B02   409366.5  61993.0  35048.0  382.0  2842.0  529.0    44
## DGY#2089_T6_C02   431389.0  70183.0  70540.0  710.0  5288.0  819.0    46
## DGY#2090_T6_D02   423118.0  64265.0  34458.0  365.0  2752.0  524.0    46
## DGY#1972_T6_E02   420085.0  68453.5  76820.5  766.0  5759.0  870.0    46
## DGY#2135_T6_F02   437780.5  70822.5  44834.0  478.0  3525.0  611.0    47
## DGY#2143_T6_G02   481691.0  67240.5  50825.5  535.0  3956.0  678.0    48
## DGY#2144_T6_H02   414249.5  65549.5  29391.0  329.0  2493.0  497.0    46
## DGY#1657_T6_A03   431482.0  72033.0  39862.0  433.0  3213.0  583.0    46
## DGY#2076_T6_B03   409936.5  66773.0  42522.0  455.0  3370.0  594.0    46
## DGY#2071_T6_C03   439031.0  69114.0  36793.0  399.0  2962.0  554.0    47
## DGY#2150_T6_D03   454245.5  81047.0  43267.0  463.0  3439.0  615.0    47
## DGY#2084_T6_E03   423125.0  74609.5  44034.5  473.0  3506.0  616.0    46
## DGY#2086_T6_F03   413563.0  69530.0  36164.0  400.0  2962.0  552.0    44
## DGY#2089_T6_G03   474477.0  81315.5  23864.0  297.0  2219.0  475.0    49
## DGY#2090_T6_H03   526207.0  88887.5  20999.0  262.0  2015.0  447.0    50
## DGY#1972_T6_A04   437459.0  77468.0  68490.0  691.0  5178.5  805.0    46
## DGY#2135_T6_B04   402732.0  64749.5  41230.0  440.0  3258.0  579.0    45
## DGY#2143_T6_C04   429436.5  66553.0  34440.0  371.0  2797.0  530.0    46
## DGY#2144_T6_D04   454617.5  74655.0  36018.0  385.0  2911.0  543.0    47
## DGY#2084_T6_E04   517602.0  83536.0  55354.5  568.0  4240.0  692.0    48
## DGY#2086_T6_F04   436039.5  80003.0  40887.5  447.0  3278.0  594.0    47
## DGY#2089_T6_G04   489115.0  85187.5  43090.0  468.0  3425.0  612.0    48
## DGY#2090_T6_H04   483831.5  83304.5  41906.5  447.0  3307.0  592.0    48
## DGY#1_T7_A05      434906.5  81779.0   1968.0  144.0  1161.0  335.0    45
## DGY#620_T7_B05    422649.5  76510.5  34449.0  376.0  2747.0  539.0    44
## DGY#500_T7_C05    429022.0  78675.0  40602.0  440.0  3256.0  596.0    46
## DGY#1315_T7_D05   423780.0  80654.5  35798.0  385.0  2877.0  545.0    45
## DGY#1657_T7_E05   500688.0 100013.5   2905.0  180.0  1342.0  388.0    55
## DGY#2076_T7_F05   472983.0  84286.5  22487.0  287.0  2081.0  470.0    48
## DGY#2071_T7_G05   413009.5  76278.0  38235.5  421.0  3105.0  579.0    45
## DGY#2150_T7_H05   403100.5  73947.0  27961.5  315.0  2371.0  490.0    44
## DGY#2084_T7_A06   416062.0  75437.0  41724.0  448.0  3277.0  602.0    45
## DGY#2086_T7_B06   403297.0  70695.0  34295.0  371.0  2743.0  532.0    44
## DGY#2089_T7_C06   403618.0  73366.5  67447.5  678.0  5042.0  797.0    45
## DGY#2090_T7_D06   388431.0  71215.0  34892.0  374.0  2808.0  532.0    44
## DGY#1972_T7_E06   417237.5  76874.0  72453.5  722.0  5326.0  836.0    46
## DGY#2135_T7_F06   436335.5  78828.0  43008.5  458.0  3342.0  602.0    46
## DGY#2143_T7_G06   486300.0  83251.0  40007.0  411.0  3056.0  571.0    47
## DGY#2144_T7_H06   402189.5  73027.0  29765.0  336.0  2524.0  505.0    43
## DGY#1657_T7_A07   417598.5  75329.5  37118.5  402.0  2963.0  564.0    46
## DGY#2076_T7_B07   390620.0  69949.5  42250.5  448.0  3288.0  596.0    44
## DGY#2071_T7_C07   422936.5  78850.0  36214.0  392.0  2905.0  554.0    46
## DGY#2150_T7_D07   423943.5  81027.0  39218.0  433.0  3185.0  587.0    46
## DGY#2084_T7_E07   407724.0  72465.0  41312.5  447.0  3266.0  603.0    45
## DGY#2086_T7_F07   390651.5  68425.5  34712.5  382.0  2810.0  540.0    44
## DGY#2089_T7_G07   454301.0  82135.0  22627.0  291.0  2141.0  475.0    48
## DGY#2090_T7_H07   507181.5  87091.0  19872.5  267.0  1957.0  453.0    49
## DGY#1972_T7_A08   449107.5  76179.5  64730.0  656.0  4817.5  783.0    45
## DGY#2135_T7_B08   386082.5  71195.0  39265.0  417.0  3085.0  567.0    44
## DGY#2143_T7_C08   408673.5  76850.0  30766.5  334.0  2526.0  507.0    45
## DGY#2144_T7_D08   465407.5  83202.5  36202.0  403.0  2984.0  566.0    47
## DGY#2084_T7_E08   511780.0  79903.0  56547.5  578.0  4224.0  708.0    48
## DGY#2086_T7_F08   407849.0  76898.0  40597.0  436.0  3208.0  587.0    45
## DGY#2089_T7_G08   440497.5  83733.5  39457.5  430.0  3176.5  583.0    47
## DGY#2090_T7_H08   457850.5  89994.5  39935.0  438.0  3218.0  588.0    48
## DGY#1_T8_A01      408336.5  74741.0   2924.0  169.0  1139.0  360.5    39
## DGY#500_T8_B01    373996.0  71883.0  46755.0  519.0  3689.0  671.0    38
## DGY#1315_T8_C01   381954.5  73790.0  86322.0  854.0  6376.0  970.0    38
## DGY#1657_T8_D01   389598.5  74770.0  41599.5  465.0  3325.0  618.0    39
## DGY#2084_T8_E01   382811.5  75917.5  42330.5  480.0  3403.0  635.0    38
## DGY#2144_T8_F01   366041.0  69694.0  43888.5  485.0  3467.0  634.0    38
## DGY#2150_T8_G01   466055.5  79842.5  58331.5  602.0  4436.0  743.0    40
## DGY#2135_T8_H01   364788.5  67786.5  34893.0  401.0  2871.0  566.0    36
## DGY#1_TNA_A02     765520.5 115632.5   3122.0  163.0  1211.0  353.0    47
## DGY#620_TNA_B02   927774.5 137745.0 148827.0 1506.0 10954.5 1620.5    56
## DGY#500_TNA_C02   880726.0 130287.5   4139.5  185.0  1296.0  377.0    51
## DGY#1315_TNA_D02 1132224.0 152230.5  90986.0 1001.0  6861.0 1106.0    61
## DGY#1657_TNA_E02  770718.0 119980.5 140480.5 1359.0 10387.5 1423.0    46
## DGY#2071_TNA_F02  877367.5 121596.0 144984.5 1447.0 10599.0 1527.5    53
## DGY#2076_TNA_G02  807980.0 112780.0 256205.0 2471.0 18483.0 2527.0    52
## DGY#2150_TNA_H02 1146134.5 191725.0 208730.0 2105.5 15390.0 2250.5    65
## DGY#2084_TNA_A03  827375.0 118760.5 138219.0 1372.0 10187.5 1463.0    50
## DGY#2086_TNA_B03  798208.5 112658.0 134162.0 1309.0  9881.0 1365.5    48
## DGY#2089_TNA_C03  790852.5 115523.5 170473.5 1683.0 12528.0 1751.0    50
## DGY#2090_TNA_D03  909771.0 134314.5 128357.5 1301.0  9517.5 1381.5    52
## DGY#1972_TNA_E03  793406.0 113999.5 134595.0 1330.5  9912.5 1423.5    49
## DGY#2135_TNA_F03  814370.0 126567.0 128977.0 1296.5  9636.5 1372.0    49
## DGY#2143_TNA_G03  804798.0 109497.0 126350.0 1244.0  9192.0 1342.0    52
## DGY#2144_TNA_H03  788555.5 135341.5 143194.5 1434.0 10721.0 1493.0    49
## DGY#1_T8_A04      484617.5  88823.0   1591.0  137.0  1146.0  345.0    50
## DGY#620_T8_B04    451415.0  76970.5   2589.0  161.0  1149.0  365.0    43
## DGY#500_T8_C04    415206.0  77576.5  37533.5  410.0  2946.0  579.0    41
## DGY#1315_T8_D04   358599.0  69081.0  30339.5  331.0  2380.0  503.0    38
## DGY#1657_T8_E04   628127.0 102861.0   2028.0  164.0  1296.0  384.0    58
## DGY#2076_T8_F04   424346.5  88098.5  14099.0  243.0  1651.0  440.0    42
## DGY#2071_T8_G04   419218.0  75987.5  34589.5  387.0  2744.5  558.0    42
## DGY#2150_T8_H04   355147.0  68975.0  25941.5  304.0  2161.0  477.0    37
## DGY#2084_T8_A05   398321.5  81883.5  36388.5  390.0  2839.0  556.0    40
## DGY#2086_T8_B05   383134.0  77872.0  24419.5  293.0  2050.0  484.5    39
## DGY#2089_T8_C05   404759.5  90007.5  36227.5  369.0  2613.0  573.0    41
## DGY#2090_T8_D05   346103.5  65738.5  31524.5  342.0  2470.0  507.0    37
## DGY#1972_T8_E05   407071.5  84474.5  64684.0  634.0  4732.0  750.0    41
## DGY#2135_T8_F05   405844.5  80296.5  40964.0  436.0  3135.0  591.0    41
## DGY#2143_T8_G05   459569.0  77899.0  45703.5  472.0  3433.0  623.0    43
## DGY#2144_T8_H05   361032.5  67605.5  25068.0  296.0  2086.0  475.0    38
## DGY#1657_T8_A06   405039.0  77421.0  36008.5  394.0  2852.0  560.0    41
## DGY#2076_T8_B06   370689.0  71418.5  40075.5  428.0  3121.0  576.0    39
## DGY#2071_T8_C06   391256.0  75801.5  34390.0  379.0  2719.0  549.0    40
## DGY#2150_T8_D06   377267.0  71516.5  35985.0  397.0  2831.0  563.0    40
## DGY#2084_T8_E06   400919.5  75485.0  39772.5  429.0  3104.0  589.0    41
## DGY#2086_T8_F06   370961.0  67903.5  32794.0  366.0  2631.0  530.0    38
## DGY#2089_T8_G06   414004.5  79948.0  20463.0  275.0  1924.0  466.0    42
## DGY#2090_T8_H06   452891.0  82218.5  18047.0  257.0  1774.0  448.0    42
## DGY#1972_T8_A07   395361.0  73684.0  63219.5  625.0  4643.0  748.0    41
## DGY#2135_T8_B07   368173.5  69908.0  35401.0  374.0  2715.0  536.0    39
## DGY#2143_T8_C07   395151.5  71632.5  32222.5  363.0  2588.0  531.0    40
## DGY#2144_T8_D07   389086.5  72278.0  31460.5  355.0  2545.0  530.0    40
## DGY#2084_T8_E07   464107.5  77182.0  49413.5  507.0  3709.5  658.0    42
## DGY#2086_T8_F07   406063.5  75879.0  38453.0  414.0  2972.0  575.0    41
## DGY#2089_T8_G07   397513.0  74833.5  35284.5  384.0  2758.0  547.0    40
## DGY#2090_T8_H07   407699.5  80419.0  35034.0  382.0  2747.0  546.0    41
## DGY#1_T11_A01     501411.0  92086.5   2019.0  152.0  1187.0  354.0    48
## DGY#620_T11_B01   456148.5  73498.0   2094.0  154.0  1263.5  370.0    47
## DGY#500_T11_C01   512355.0  91695.0  32578.0  357.0  2630.5  546.0    50
## DGY#1315_T11_D01  500352.5  89591.5  35393.0  385.0  2890.0  565.0    48
## DGY#1657_T11_E01  549697.5 120986.0   2079.0  154.0  1231.0  373.0    53
## DGY#2076_T11_F01  513888.0  85615.5  21382.0  282.0  2085.0  475.0    50
## DGY#2071_T11_G01  478124.5  90981.5  32420.5  357.0  2677.0  541.0    48
## DGY#2150_T11_H01  447514.5  72429.5   3108.0  212.0  1589.0  431.0    46
## DGY#2084_T11_A02  479746.0  90581.5  36706.0  394.0  2940.0  570.0    48
## DGY#2086_T11_B02  479622.0  83946.0  33353.5  361.0  2691.0  539.0    47
## DGY#2089_T11_C02  510661.0  95345.0  42616.5  466.0  3401.0  647.0    49
## DGY#2090_T11_D02  464062.0  81059.5  33302.0  368.0  2758.0  547.0    46
## DGY#1972_T11_E02  493076.5  88914.5  75089.0  745.0  5661.0  872.0    48
## DGY#2135_T11_F02  525032.5  97179.0  44253.0  479.0  3536.0  641.0    49
## DGY#2143_T11_G02  507336.5  89710.0  34462.5  383.0  2691.0  567.0    48
## DGY#2144_T11_H02  450904.0  78162.5   3756.0  224.0  1701.0  440.0    46
## DGY#1657_T11_A03  524394.5  93433.5   2822.0  210.0  1571.0  448.0    50
## DGY#2076_T11_B03  465354.5  83538.0   2751.5  204.0  1555.0  442.0    48
## DGY#2071_T11_C03  474906.0  87261.0  35202.0  388.0  2897.0  566.0    47
## DGY#2150_T11_D03  448283.0  83590.0   4004.0  243.0  1815.0  471.0    48
## DGY#2084_T11_E03  493276.5  92696.5  35984.5  385.0  2861.0  564.0    49
## DGY#2086_T11_F03  459276.5  79882.5   1843.0  140.0  1217.0  354.0    48
## DGY#2089_T11_G03  508497.0  88961.5   2256.0  166.0  1327.0  387.0    50
## DGY#2090_T11_H03  553286.5  95778.5   3128.0  200.0  1501.0  415.0    51
## DGY#1972_T11_A04  497229.0  90392.5  66761.0  666.0  5038.0  796.0    47
## DGY#2135_T11_B04  462630.5  85596.0  36324.0  385.0  2905.0  559.0    47
## DGY#2143_T11_C04  459835.0  79979.5   2590.0  186.0  1472.0  413.0    47
## DGY#2144_T11_D04  464035.5  82342.5   3819.0  232.0  1748.0  456.0    48
## DGY#2084_T11_E04  515668.0  82847.0  42920.0  449.0  3383.0  612.0    48
## DGY#2086_T11_F04  471039.5  87124.0  35593.5  376.0  2803.0  560.0    48
## DGY#2089_T11_G04  488712.0  89847.5  32677.0  359.0  2649.0  543.0    48
## DGY#2090_T11_H04  491784.5  93155.5   8254.0  270.0  1980.0  489.0    49
## DGY#1_T11_A05     443225.5  73406.5   1946.0  137.0  1175.0  336.0    45
## DGY#620_T11_B05   390819.0  68137.5  39486.5  433.0  3231.0  606.0    43
## DGY#500_T11_C05   438580.5  74153.5  44954.0  488.0  3612.0  648.0    46
## DGY#1315_T11_D05  557825.5  91270.5  49529.0  526.0  3933.0  682.0    46
## DGY#1657_T11_E05  428936.5  79640.5   2419.0  157.0  1259.0  358.0    47
## DGY#2076_T11_F05  417224.0  67210.0  24291.0  314.0  2318.0  495.0    45
## DGY#2071_T11_G05  411331.5  72247.5  40687.5  446.0  3314.0  611.0    44
## DGY#2150_T11_H05  390132.0  66320.0  33712.0  379.0  2822.0  546.0    42
## DGY#2084_T11_A06  416595.5  73488.5  44093.0  475.0  3536.0  636.0    45
## DGY#2086_T11_B06  395301.0  67472.5  39771.0  437.0  3247.0  604.0    43
## DGY#2089_T11_C06  400107.5  70430.0  74128.0  746.0  5615.0  888.0    44
## DGY#2090_T11_D06  380832.5  64947.0  39199.5  425.0  3186.0  585.0    42
## DGY#1972_T11_E06  407120.0  70940.0  86583.5  857.0  6495.0  996.5    44
## DGY#2135_T11_F06  424583.5  74113.5  46266.5  500.0  3696.0  664.0    45
## DGY#2143_T11_G06  429829.5  69984.0  51601.5  543.0  4042.0  700.0    45
## DGY#2144_T11_H06  382930.5  65563.0  33634.5  378.0  2818.5  545.0    42
## DGY#1657_T11_A07  437962.5  75460.0  44789.5  485.0  3601.0  648.0    46
## DGY#2076_T11_B07  376987.5  64079.5  45194.5  485.0  3615.0  647.0    43
## DGY#2071_T11_C07  399807.5  70865.5  40559.0  441.0  3292.0  607.0    44
## DGY#2150_T11_D07  386282.5  68257.5  39687.0  439.0  3253.0  603.0    44
## DGY#2084_T11_E07  434179.5  76023.5  45521.5  486.0  3611.0  647.0    46
## DGY#2086_T11_F07  381654.0  66363.5  36455.0  406.0  3004.0  571.0    43
## DGY#2089_T11_G07  422762.5  65400.0  23918.0  307.0  2266.0  486.0    46
## DGY#2090_T11_H07  465490.5  72701.0  22526.0  296.0  2200.0  477.0    46
## DGY#1972_T11_A08  417578.5  71601.5  70815.5  706.0  5317.0  844.0    44
## DGY#2135_T11_B08  364524.5  61165.0  41843.0  450.0  3360.0  611.0    42
## DGY#2143_T11_C08  397424.5  69868.5  38723.0  428.0  3187.0  594.0    44
## DGY#2144_T11_D08  413111.5  74168.5  38572.0  430.0  3192.0  597.0    44
## DGY#2084_T11_E08  440792.0  70993.0  51011.0  537.0  4014.0  699.0    45
## DGY#2086_T11_F08  398528.0  69320.0  47121.0  509.0  3769.0  672.0    45
## DGY#2089_T11_G08  413772.0  75675.5  41037.0  452.0  3353.0  614.0    44
## DGY#2090_T11_H08  422870.0  78007.0  41988.0  461.0  3414.0  623.0    45
## DGY#1_T13_A01     481808.0  85211.5   2094.0  154.0  1236.0  360.0    52
## DGY#620_T13_B01   510578.0  94495.0  56531.0  615.0  4500.0  780.0    52
## DGY#500_T13_C01   497880.5  88078.0  58390.5  644.0  4757.0  802.0    55
## DGY#1315_T13_D01  510411.0  92332.0  62496.5  672.0  4923.0  815.0    52
## DGY#1657_T13_E01  628200.0 112643.5   2835.0  193.0  1375.0  406.0    58
## DGY#2076_T13_F01  524778.5  83593.0  32566.0  399.0  2854.0  574.0    53
## DGY#2071_T13_G01  466250.0  88144.0  52118.5  579.0  4232.0  732.0    51
## DGY#2150_T13_H01  501480.0  90471.0  50658.5  560.0  4083.0  707.0    51
## DGY#2084_T13_A02  507965.5  83147.0  67310.5  711.0  5245.0  877.0    54
## DGY#2086_T13_B02  520373.5  96365.5  56890.5  615.0  4528.0  771.0    52
## DGY#2089_T13_C02  475383.0  90912.0  90462.0  928.0  6927.0 1056.0    52
## DGY#2090_T13_D02  509328.5  90829.5  59013.0  637.0  4647.0  776.0    52
## DGY#1972_T13_E02  531356.0  91373.0 127622.5 1273.0  9594.0 1420.0    55
## DGY#2135_T13_F02  994146.0 180244.5 135696.0 1424.0 10345.0 1591.0    73
## DGY#2143_T13_G02  611587.0 110121.5  81345.0  866.0  6285.0  998.0    56
## DGY#2144_T13_H02  501914.5  89910.5  53188.5  583.0  4272.0  727.0    52
## DGY#1657_T13_A03  503195.0  88516.5  54732.0  593.0  4382.0  763.0    53
## DGY#2076_T13_B03  542478.0  96234.0  77603.5  827.0  6070.0  982.0    56
## DGY#2071_T13_C03  487203.0  89540.0  51830.5  574.0  4192.5  727.0    51
## DGY#2150_T13_D03  481712.0  92838.5  50206.5  561.0  4121.0  719.0    51
## DGY#2084_T13_E03  593581.0 107895.5  79179.0  840.0  6235.0 1014.0    59
## DGY#2086_T13_F03  496910.5  93098.5  54163.5  597.0  4424.0  749.0    52
## DGY#2089_T13_G03  499386.5  82896.5  29536.0  375.0  2688.0  545.5    53
## DGY#2090_T13_H03  523952.5  88313.5  24524.0  326.0  2379.0  497.0    50
## DGY#1972_T13_A04  498932.0  90750.5 102729.0 1038.0  7798.0 1191.0    53
## DGY#2135_T13_B04  514439.0  90167.5  70191.0  745.0  5487.0  889.0    53
## DGY#2143_T13_C04  553017.0 100198.0  51599.0  555.0  4085.0  696.0    50
## DGY#2144_T13_D04  503140.0  97718.5  46540.5  522.0  3869.0  675.0    51
## DGY#2084_T13_E04  612562.0 105960.5  93420.5  978.0  7156.0 1129.0    57
## DGY#2086_T13_F04  673485.5 118197.0  96311.0 1021.0  7439.0 1170.0    60
## DGY#2089_T13_G04  677306.5 132548.0  73492.0  805.0  5817.0  962.0    61
## DGY#2090_T13_H04  562991.0 111374.5  50769.0  569.0  4133.0  723.0    54
## DGY#1_T13_A05     481995.0  87468.5   2404.0  161.0  1259.0  359.0    53
## DGY#620_T13_B05   504179.0  90168.0  58419.0  637.0  4601.0  790.0    52
## DGY#500_T13_C05   556540.5 100049.5  68555.0  742.0  5279.0  897.0    58
## DGY#1315_T13_D05  558015.0  96683.0  70960.0  752.0  5362.0  891.0    53
## DGY#1657_T13_E05  696603.0 113915.5   3561.0  195.0  1491.0  401.0    61
## DGY#2076_T13_F05  548735.5  90412.0  36547.0  447.0  3129.0  609.0    55
## DGY#2071_T13_G05  527232.5  94209.5  61014.0  666.0  4734.0  824.0    55
## DGY#2150_T13_H05  560715.5  96558.5  57347.0  625.0  4430.0  767.0    52
## DGY#2084_T13_A06  584801.0 105741.5  81923.0  871.0  6349.0 1030.0    60
## DGY#2086_T13_B06  500057.0  87460.5  61056.0  655.0  4716.0  797.0    51
## DGY#2089_T13_C06  530911.0  94070.5 113256.0 1142.0  8334.0 1276.0    52
## DGY#2090_T13_D06  545999.5  95673.0  72352.0  766.0  5515.0  902.0    54
## DGY#1972_T13_E06  557687.5  99256.0 151319.5 1501.0 11139.0 1648.0    58
## DGY#2135_T13_F06 1098405.5 173890.5 160548.5 1666.0 11890.0 1832.0    76
## DGY#2143_T13_G06  716235.5 115099.5 103120.0 1077.0  7655.0 1209.0    58
## DGY#2144_T13_H06  514152.0  89231.5  61701.5  663.5  4761.0  803.0    50
## DGY#1657_T13_A07  484368.0  86961.0  59931.5  650.0  4730.0  801.0    52
## DGY#2076_T13_B07  610317.5 102865.5  92562.0  968.0  7032.0 1126.0    58
## DGY#2071_T13_C07  542453.5  98484.0  62822.5  682.0  4863.0  834.0    53
## DGY#2150_T13_D07  513150.5  98441.0  55226.0  599.0  4295.0  741.0    52
## DGY#2084_T13_E07  667594.5 117222.5  94831.0  997.0  7188.0 1165.0    62
## DGY#2086_T13_F07  526951.5  94114.0  62397.0  675.0  4914.0  826.0    54
## DGY#2089_T13_G07  512197.5  81444.5  33704.0  418.0  2981.0  579.0    52
## DGY#2090_T13_H07  537546.5  91047.0  26423.0  341.0  2446.0  510.0    50
## DGY#1972_T13_A08  518811.0  95745.5 114009.0 1149.0  8431.0 1292.0    54
## DGY#2135_T13_B08  546501.5  95076.5  81081.0  852.0  6119.0 1000.0    55
## DGY#2143_T13_C08  599912.5 104491.0  57946.5  614.0  4426.0  747.0    51
## DGY#2144_T13_D08  511922.0  95018.5  50552.5  555.0  3981.0  705.0    50
## DGY#2084_T13_E08  671870.0 106773.0 106874.0 1106.0  7935.0 1249.0    59
## DGY#2086_T13_F08  708093.0 116350.5 111454.0 1152.0  8259.0 1314.0    61
## DGY#2089_T13_G08  752348.0 134734.5  88228.0  942.0  6658.0 1105.0    63
## DGY#2090_T13_H08  599112.0 110977.5  56069.5  615.0  4386.0  770.0    54
## DGY#1_T14_A01     526155.5  96036.0   2219.0  179.0  1284.0  395.0    53
## DGY#620_T14_B01   441450.0  84558.0  58865.0  638.0  4670.0  815.0    50
## DGY#500_T14_C01   482471.5  95997.5  62977.0  688.0  4978.0  856.0    56
## DGY#1315_T14_D01  539999.5  71418.0   2924.0  215.0  1407.0  417.0    54
## DGY#1657_T14_E01  587416.0 107763.5   3416.0  192.0  1360.0  403.5    56
## DGY#2076_T14_F01  430181.0  72643.5  31224.0  385.0  2805.0  564.0    50
## DGY#2071_T14_G01  459737.0  88608.5  61816.5  666.0  4914.0  840.0    53
## DGY#2150_T14_H01  455992.5  82265.0  49347.0  545.0  4066.0  705.0    49
## DGY#2084_T14_A02  604715.5 109424.0  95270.5  997.0  7288.0 1182.0    59
## DGY#2086_T14_B02  453864.5  83818.0  58327.5  618.0  4573.0  779.0    48
## DGY#2089_T14_C02  460640.5  90569.0 107628.0 1084.0  8128.0 1241.0    52
## DGY#2090_T14_D02  455798.5  89107.5  63286.5  675.0  4965.5  831.0    50
## DGY#1972_T14_E02  586449.0 105268.5 166444.5 1653.0 12408.0 1816.0    58
## DGY#2135_T14_F02 1286820.5 252930.5 166529.5 1843.5 12596.5 1973.5    77
## DGY#2143_T14_G02  672524.0 116738.5 104457.0 1095.0  7962.0 1246.0    60
## DGY#2144_T14_H02  457738.0  86801.0  55426.0  603.0  4488.0  759.0    51
## DGY#1657_T14_A03  529096.5  91056.0  61972.5  703.0  4887.0  868.0    53
## DGY#2076_T14_B03  610648.5 106841.0 100958.0 1047.0  7698.0 1222.0    59
## DGY#2071_T14_C03  451566.5  89458.5  59523.5  645.0  4736.5  820.0    52
## DGY#2150_T14_D03  449062.0  91833.0  56525.5  619.0  4612.0  787.0    51
## DGY#2084_T14_E03  561837.5 100865.0  69573.0  751.0  5434.0  921.0    55
## DGY#2086_T14_F03  499957.0  94690.0  66080.5  709.0  5182.0  880.0    54
## DGY#2089_T14_G03  403584.5  73811.5  27457.0  355.0  2578.0  538.0    49
## DGY#2090_T14_H03  432246.0  78885.0  24556.0  324.0  2455.0  505.0    49
## DGY#1972_T14_A04  512225.0  97036.5 123527.5 1243.0  9281.0 1406.0    54
## DGY#2135_T14_B04  502411.0  93899.5  80532.5  841.0  6219.0 1011.0    54
## DGY#2143_T14_C04  414579.5  84117.0  49869.5  542.0  4009.0  705.0    48
## DGY#2144_T14_D04  424017.5  86097.5  49015.0  538.0  4016.5  702.0    48
## DGY#2084_T14_E04  806614.5 130701.0 138943.0 1429.0 10441.0 1583.0    63
## DGY#2086_T14_F04  724564.5 122480.5 115225.5 1191.0  8748.0 1356.0    61
## DGY#2089_T14_G04  723078.5 142444.0  94938.5 1009.0  7355.0 1192.0    64
## DGY#2090_T14_H04  508032.5 111045.0  59622.0  654.0  4772.0  824.0    55
## DGY#1_T15_A01     482790.0  90780.0   2322.0  166.0  1223.0  376.0    53
## DGY#620_T15_B01   519048.5  93067.5   2445.0  206.0  1388.0  434.0    55
## DGY#500_T15_C01   588476.5 109839.0   2587.0  209.0  1375.0  434.0    60
## DGY#1315_T15_D01  486890.0  92315.5  67725.0  729.0  5264.5  902.0    55
## DGY#1657_T15_E01  489698.5  89843.0   2873.0  184.0  1285.0  391.0    51
## DGY#2076_T15_F01  413798.0  71140.5  28155.5  358.0  2658.0  539.0    49
## DGY#2071_T15_G01  528814.5 102002.0   4236.0  280.0  1870.0  506.0    54
## DGY#2150_T15_H01  537580.0  77347.5   2241.0  201.0  1299.0  405.0    55
## DGY#2084_T15_A02  549878.0  99018.0  85940.5  903.0  6560.5 1091.0    57
## DGY#2086_T15_B02  424097.0  74677.5  53993.0  579.0  4331.0  741.0    46
## DGY#2089_T15_C02  484159.5  91023.0  99722.5 1022.0  7486.0 1187.0    55
## DGY#2090_T15_D02  488554.0  92680.0  62097.5  663.0  4851.0  831.0    52
## DGY#1972_T15_E02  532505.0 100329.5 156721.5 1559.0 11639.0 1743.0    56
## DGY#2135_T15_F02  909474.5 144665.0  28363.5  502.0  3018.0  726.0    64
## DGY#2143_T15_G02  597706.5  80245.5   3917.0  219.0  1393.0  421.5    57
## DGY#2144_T15_H02  511062.5  98286.5   2937.0  252.0  1650.0  491.0    53
## DGY#1657_T15_A03  519546.5  95509.5   3056.0  254.0  1654.0  489.0    54
## DGY#2076_T15_B03  622041.0 102959.5  95582.0 1008.0  7373.0 1179.0    58
## DGY#2071_T15_C03  483334.0  94862.0  61993.0  676.0  4921.0  857.0    53
## DGY#2150_T15_D03  523567.0 104335.0  48206.0  549.0  3837.0  735.0    55
## DGY#2084_T15_E03  536354.0  95796.0  75553.0  812.0  5837.0  985.0    57
## DGY#2086_T15_F03  517149.0  93459.5  67198.0  730.0  5256.0  916.0    56
## DGY#2089_T15_G03  470775.5  84818.0   3623.5  245.0  1660.0  468.0    55
## DGY#2090_T15_H03  464610.5  85023.5  23864.0  315.0  2297.0  502.0    49
## DGY#1972_T15_A04  483664.0  90340.0 117102.5 1184.0  8759.0 1355.0    54
## DGY#2135_T15_B04  507353.0  94698.5  80411.5  849.0  6196.5 1037.0    55
## DGY#2143_T15_C04  462491.5  87697.0  52081.0  568.0  4126.0  737.0    51
## DGY#2144_T15_D04  537754.5  97449.5   2202.0  186.0  1326.0  406.0    54
## DGY#2084_T15_E04 1064036.5 158824.5 183842.5 1868.0 13602.0 2022.0    70
## DGY#2086_T15_F04  640645.0 106929.5  93128.0  966.0  7059.0 1135.0    57
## DGY#2089_T15_G04  832028.0 176452.5   6450.0  387.0  1947.0  636.0    68
## DGY#2090_T15_H04  544598.5 112276.0  58089.0  638.0  4702.0  821.0    56
## DGY#1_T18_A01     492576.5  84163.5   2654.0  170.0  1282.0  390.0    53
## DGY#620_T18_B01   441156.5  78156.5  50623.0  555.0  4035.0  739.0    49
## DGY#500_T18_C01   476240.0  82115.5  48893.0  539.0  3917.5  718.0    51
## DGY#1315_T18_D01  428208.5  73488.5  55898.0  618.0  4474.0  803.0    48
## DGY#1657_T18_E01  455513.0  79705.0   2883.0  177.0  1265.0  384.0    50
## DGY#2076_T18_F01  424231.5  75593.5  26601.0  347.0  2493.0  539.0    50
## DGY#2071_T18_G01  550245.0  91991.5  45933.0  510.0  3691.0  693.0    52
## DGY#2150_T18_H01  424522.5  72333.5  39486.0  452.0  3308.0  641.0    47
## DGY#2084_T18_A02  466162.0  77548.5  55671.0  599.0  4383.0  772.0    49
## DGY#2086_T18_B02  422193.5  74306.0  45043.5  498.0  3641.0  674.0    47
## DGY#2089_T18_C02  454091.5  83629.5  88012.5  886.0  6626.0 1052.0    50
## DGY#2090_T18_D02  423640.0  73255.5  43058.0  473.0  3516.0  660.0    46
## DGY#1972_T18_E02  481700.5  82815.5 105111.0 1046.0  7811.0 1209.0    50
## DGY#2135_T18_F02  399941.5  74173.5  46375.0  516.0  3769.0  692.0    47
## DGY#2143_T18_G02  479823.0  86141.0  58416.0  636.0  4594.0  817.0    52
## DGY#2144_T18_H02  432353.0  70961.0  42358.0  468.0  3444.0  654.0    47
## DGY#1657_T18_A03  445675.5  77695.0  46728.5  519.0  3778.0  697.0    49
## DGY#2076_T18_B03  466675.5  80896.0  69821.5  726.0  5346.0  896.0    50
## DGY#2071_T18_C03  443743.5  79337.0  50054.0  548.0  3998.0  728.0    48
## DGY#2150_T18_D03  453310.0  81522.5  47533.5  524.0  3827.0  725.0    51
## DGY#2084_T18_E03  484554.0  82462.0  58707.5  636.0  4602.0  815.0    51
## DGY#2086_T18_F03  454923.0  74882.5  41179.0  453.0  3273.0  634.0    50
## DGY#2089_T18_G03  412491.0  71603.5  25891.0  342.0  2454.0  539.0    50
## DGY#2090_T18_H03  471209.5  80441.5  24005.0  321.0  2340.0  520.0    49
## DGY#1972_T18_A04  449237.0  77881.0  95770.0  964.0  7183.5 1132.0    50
## DGY#2135_T18_B04  435394.5  76498.0  61075.0  652.0  4780.0  835.0    50
## DGY#2143_T18_C04  442737.5  79338.5  44855.5  506.0  3697.0  692.0    47
## DGY#2144_T18_D04  432886.0  80179.0  43965.5  487.0  3592.0  672.0    48
## DGY#2084_T18_E04  447714.5  77484.0  55162.5  598.0  4342.0  775.0    49
## DGY#2086_T18_F04  441493.0  71877.0  55184.0  591.0  4330.0  763.0    48
## DGY#2089_T18_G04  441664.5  79370.0  48432.0  535.0  3918.0  718.0    49
## DGY#2090_T18_H04  435994.0  83820.5  46724.5  517.0  3817.0  705.0    50
##                    Time
## DGY#1_T0_A01      377.0
## DGY#620_T0_B01    401.0
## DGY#500_T0_C01    407.0
## DGY#1315_T0_D01   370.0
## DGY#1657_T0_E01   609.0
## DGY#2076_T0_F01   450.0
## DGY#2071_T0_G01   430.0
## DGY#2150_T0_H01   408.0
## DGY#2084_T0_A02   390.0
## DGY#2086_T0_B02   395.0
## DGY#2089_T0_C02   444.0
## DGY#2090_T0_D02   395.0
## DGY#1972_T0_E02   385.0
## DGY#2135_T0_F02   424.0
## DGY#2143_T0_G02   509.0
## DGY#2144_T0_H02   402.0
## DGY#1657_T0_A03   404.0
## DGY#2076_T0_B03   404.0
## DGY#2071_T0_C03   435.0
## DGY#2150_T0_D03   495.0
## DGY#2084_T0_E03   412.0
## DGY#2086_T0_F03   371.0
## DGY#2089_T0_G03   512.0
## DGY#2090_T0_H03   479.0
## DGY#1972_T0_A04   405.0
## DGY#2135_T0_B04   387.0
## DGY#2143_T0_C04   423.0
## DGY#2144_T0_D04   448.0
## DGY#2084_T0_E04   463.0
## DGY#2086_T0_F04   372.0
## DGY#2089_T0_G04   441.0
## DGY#2090_T0_H04   491.0
## DGY#1_T6_A01      462.0
## DGY#620_T6_B01    435.0
## DGY#500_T6_C01    529.0
## DGY#1315_T6_D01   444.0
## DGY#1657_T6_E01   892.0
## DGY#2076_T6_F01   530.0
## DGY#2071_T6_G01   513.0
## DGY#2150_T6_H01   498.0
## DGY#2084_T6_A02   509.0
## DGY#2086_T6_B02   389.0
## DGY#2089_T6_C02   561.0
## DGY#2090_T6_D02   520.0
## DGY#1972_T6_E02   473.0
## DGY#2135_T6_F02   531.0
## DGY#2143_T6_G02   693.0
## DGY#2144_T6_H02   618.0
## DGY#1657_T6_A03   480.0
## DGY#2076_T6_B03   516.0
## DGY#2071_T6_C03   648.0
## DGY#2150_T6_D03   902.0
## DGY#2084_T6_E03   497.0
## DGY#2086_T6_F03   401.0
## DGY#2089_T6_G03   713.0
## DGY#2090_T6_H03   817.0
## DGY#1972_T6_A04   480.0
## DGY#2135_T6_B04   525.0
## DGY#2143_T6_C04   489.0
## DGY#2144_T6_D04   562.0
## DGY#2084_T6_E04   527.0
## DGY#2086_T6_F04   503.0
## DGY#2089_T6_G04   551.0
## DGY#2090_T6_H04   484.0
## DGY#1_T7_A05      469.0
## DGY#620_T7_B05    459.0
## DGY#500_T7_C05    511.0
## DGY#1315_T7_D05   454.0
## DGY#1657_T7_E05   984.0
## DGY#2076_T7_F05   531.0
## DGY#2071_T7_G05   477.0
## DGY#2150_T7_H05   453.0
## DGY#2084_T7_A06   524.0
## DGY#2086_T7_B06   479.0
## DGY#2089_T7_C06   564.0
## DGY#2090_T7_D06   466.0
## DGY#1972_T7_E06   527.0
## DGY#2135_T7_F06   556.0
## DGY#2143_T7_G06   501.0
## DGY#2144_T7_H06   428.0
## DGY#1657_T7_A07   585.0
## DGY#2076_T7_B07   527.0
## DGY#2071_T7_C07   551.0
## DGY#2150_T7_D07   563.0
## DGY#2084_T7_E07   555.0
## DGY#2086_T7_F07   467.0
## DGY#2089_T7_G07   620.0
## DGY#2090_T7_H07   555.0
## DGY#1972_T7_A08   527.0
## DGY#2135_T7_B08   479.0
## DGY#2143_T7_C08   511.0
## DGY#2144_T7_D08   573.0
## DGY#2084_T7_E08   504.0
## DGY#2086_T7_F08   507.0
## DGY#2089_T7_G08   499.0
## DGY#2090_T7_H08   474.0
## DGY#1_T8_A01      184.0
## DGY#500_T8_B01    188.0
## DGY#1315_T8_C01   181.0
## DGY#1657_T8_D01   189.0
## DGY#2084_T8_E01   177.0
## DGY#2144_T8_F01   184.0
## DGY#2150_T8_G01   188.0
## DGY#2135_T8_H01   174.0
## DGY#1_TNA_A02     154.0
## DGY#620_TNA_B02   243.0
## DGY#500_TNA_C02   169.0
## DGY#1315_TNA_D02  252.0
## DGY#1657_TNA_E02  153.0
## DGY#2071_TNA_F02  219.0
## DGY#2076_TNA_G02  256.0
## DGY#2150_TNA_H02  251.0
## DGY#2084_TNA_A03  183.0
## DGY#2086_TNA_B03  166.0
## DGY#2089_TNA_C03  204.0
## DGY#2090_TNA_D03  183.0
## DGY#1972_TNA_E03  187.0
## DGY#2135_TNA_F03  158.0
## DGY#2143_TNA_G03  257.0
## DGY#2144_TNA_H03  161.0
## DGY#1_T8_A04      645.0
## DGY#620_T8_B04    212.0
## DGY#500_T8_C04    232.0
## DGY#1315_T8_D04   211.0
## DGY#1657_T8_E04  1299.0
## DGY#2076_T8_F04   221.0
## DGY#2071_T8_G04   263.0
## DGY#2150_T8_H04   208.0
## DGY#2084_T8_A05   216.0
## DGY#2086_T8_B05   211.0
## DGY#2089_T8_C05   227.0
## DGY#2090_T8_D05   219.0
## DGY#1972_T8_E05   215.0
## DGY#2135_T8_F05   224.0
## DGY#2143_T8_G05   242.0
## DGY#2144_T8_H05   223.0
## DGY#1657_T8_A06   219.0
## DGY#2076_T8_B06   212.0
## DGY#2071_T8_C06   227.0
## DGY#2150_T8_D06   241.0
## DGY#2084_T8_E06   217.0
## DGY#2086_T8_F06   213.0
## DGY#2089_T8_G06   250.0
## DGY#2090_T8_H06   239.0
## DGY#1972_T8_A07   220.0
## DGY#2135_T8_B07   214.0
## DGY#2143_T8_C07   243.0
## DGY#2144_T8_D07   234.0
## DGY#2084_T8_E07   226.0
## DGY#2086_T8_F07   218.0
## DGY#2089_T8_G07   226.0
## DGY#2090_T8_H07   229.0
## DGY#1_T11_A01     444.0
## DGY#620_T11_B01   438.0
## DGY#500_T11_C01   536.0
## DGY#1315_T11_D01  459.0
## DGY#1657_T11_E01  566.0
## DGY#2076_T11_F01  530.0
## DGY#2071_T11_G01  491.0
## DGY#2150_T11_H01  465.0
## DGY#2084_T11_A02  446.0
## DGY#2086_T11_B02  443.0
## DGY#2089_T11_C02  510.0
## DGY#2090_T11_D02  479.0
## DGY#1972_T11_E02  431.0
## DGY#2135_T11_F02  483.0
## DGY#2143_T11_G02  500.0
## DGY#2144_T11_H02  458.0
## DGY#1657_T11_A03  465.5
## DGY#2076_T11_B03  477.0
## DGY#2071_T11_C03  510.0
## DGY#2150_T11_D03  579.0
## DGY#2084_T11_E03  460.0
## DGY#2086_T11_F03  465.0
## DGY#2089_T11_G03  551.0
## DGY#2090_T11_H03  571.0
## DGY#1972_T11_A04  433.0
## DGY#2135_T11_B04  457.0
## DGY#2143_T11_C04  494.0
## DGY#2144_T11_D04  539.0
## DGY#2084_T11_E04  446.0
## DGY#2086_T11_F04  519.0
## DGY#2089_T11_G04  515.0
## DGY#2090_T11_H04  521.0
## DGY#1_T11_A05     463.0
## DGY#620_T11_B05   429.0
## DGY#500_T11_C05   472.0
## DGY#1315_T11_D05  299.0
## DGY#1657_T11_E05  562.0
## DGY#2076_T11_F05  486.0
## DGY#2071_T11_G05  470.0
## DGY#2150_T11_H05  416.0
## DGY#2084_T11_A06  482.0
## DGY#2086_T11_B06  456.0
## DGY#2089_T11_C06  489.0
## DGY#2090_T11_D06  448.0
## DGY#1972_T11_E06  444.0
## DGY#2135_T11_F06  498.0
## DGY#2143_T11_G06  506.0
## DGY#2144_T11_H06  460.0
## DGY#1657_T11_A07  492.0
## DGY#2076_T11_B07  506.0
## DGY#2071_T11_C07  488.0
## DGY#2150_T11_D07  527.0
## DGY#2084_T11_E07  479.0
## DGY#2086_T11_F07  500.0
## DGY#2089_T11_G07  549.0
## DGY#2090_T11_H07  566.0
## DGY#1972_T11_A08  478.0
## DGY#2135_T11_B08  505.0
## DGY#2143_T11_C08  488.0
## DGY#2144_T11_D08  488.0
## DGY#2084_T11_E08  475.0
## DGY#2086_T11_F08  475.0
## DGY#2089_T11_G08  447.0
## DGY#2090_T11_H08  478.0
## DGY#1_T13_A01     429.0
## DGY#620_T13_B01   524.0
## DGY#500_T13_C01   646.0
## DGY#1315_T13_D01  591.0
## DGY#1657_T13_E01  678.5
## DGY#2076_T13_F01  569.0
## DGY#2071_T13_G01  589.0
## DGY#2150_T13_H01  562.0
## DGY#2084_T13_A02  573.0
## DGY#2086_T13_B02  491.0
## DGY#2089_T13_C02  576.0
## DGY#2090_T13_D02  577.0
## DGY#1972_T13_E02  549.0
## DGY#2135_T13_F02 1533.0
## DGY#2143_T13_G02  670.0
## DGY#2144_T13_H02  560.0
## DGY#1657_T13_A03  541.0
## DGY#2076_T13_B03  682.0
## DGY#2071_T13_C03  603.0
## DGY#2150_T13_D03  625.0
## DGY#2084_T13_E03  760.0
## DGY#2086_T13_F03  488.0
## DGY#2089_T13_G03  587.0
## DGY#2090_T13_H03  530.0
## DGY#1972_T13_A04  557.0
## DGY#2135_T13_B04  536.0
## DGY#2143_T13_C04  496.0
## DGY#2144_T13_D04  545.0
## DGY#2084_T13_E04  704.0
## DGY#2086_T13_F04  849.0
## DGY#2089_T13_G04  903.0
## DGY#2090_T13_H04  541.0
## DGY#1_T13_A05     571.0
## DGY#620_T13_B05   617.0
## DGY#500_T13_C05   802.0
## DGY#1315_T13_D05  446.0
## DGY#1657_T13_E05 1054.0
## DGY#2076_T13_F05  839.0
## DGY#2071_T13_G05  815.0
## DGY#2150_T13_H05  447.0
## DGY#2084_T13_A06 1072.0
## DGY#2086_T13_B06  580.0
## DGY#2089_T13_C06  458.0
## DGY#2090_T13_D06  510.0
## DGY#1972_T13_E06  845.0
## DGY#2135_T13_F06 3201.0
## DGY#2143_T13_G06  558.0
## DGY#2144_T13_H06  440.0
## DGY#1657_T13_A07  662.0
## DGY#2076_T13_B07 1048.0
## DGY#2071_T13_C07  453.0
## DGY#2150_T13_D07  443.0
## DGY#2084_T13_E07 1137.0
## DGY#2086_T13_F07  652.0
## DGY#2089_T13_G07  465.0
## DGY#2090_T13_H07  419.0
## DGY#1972_T13_A08  641.0
## DGY#2135_T13_B08  664.0
## DGY#2143_T13_C08  372.0
## DGY#2144_T13_D08  401.0
## DGY#2084_T13_E08 1056.0
## DGY#2086_T13_F08 1463.0
## DGY#2089_T13_G08  624.0
## DGY#2090_T13_H08  443.0
## DGY#1_T14_A01     448.0
## DGY#620_T14_B01   500.0
## DGY#500_T14_C01   689.0
## DGY#1315_T14_D01  632.0
## DGY#1657_T14_E01  675.0
## DGY#2076_T14_F01  469.0
## DGY#2071_T14_G01  812.0
## DGY#2150_T14_H01  548.0
## DGY#2084_T14_A02  870.0
## DGY#2086_T14_B02  437.0
## DGY#2089_T14_C02  603.0
## DGY#2090_T14_D02  564.0
## DGY#1972_T14_E02  609.0
## DGY#2135_T14_F02 3413.5
## DGY#2143_T14_G02 1254.0
## DGY#2144_T14_H02  546.0
## DGY#1657_T14_A03  470.0
## DGY#2076_T14_B03 1132.0
## DGY#2071_T14_C03  689.5
## DGY#2150_T14_D03  763.0
## DGY#2084_T14_E03  630.0
## DGY#2086_T14_F03  616.0
## DGY#2089_T14_G03  583.0
## DGY#2090_T14_H03  558.0
## DGY#1972_T14_A04  568.0
## DGY#2135_T14_B04  678.0
## DGY#2143_T14_C04  501.0
## DGY#2144_T14_D04  543.0
## DGY#2084_T14_E04  970.0
## DGY#2086_T14_F04 1156.0
## DGY#2089_T14_G04 1507.0
## DGY#2090_T14_H04  717.0
## DGY#1_T15_A01     409.0
## DGY#620_T15_B01   520.0
## DGY#500_T15_C01   644.0
## DGY#1315_T15_D01  620.0
## DGY#1657_T15_E01  448.0
## DGY#2076_T15_F01  422.0
## DGY#2071_T15_G01 1353.0
## DGY#2150_T15_H01  401.0
## DGY#2084_T15_A02  595.0
## DGY#2086_T15_B02  392.0
## DGY#2089_T15_C02  590.0
## DGY#2090_T15_D02  419.0
## DGY#1972_T15_E02  573.0
## DGY#2135_T15_F02 3073.5
## DGY#2143_T15_G02 2600.0
## DGY#2144_T15_H02  436.0
## DGY#1657_T15_A03  421.0
## DGY#2076_T15_B03  802.0
## DGY#2071_T15_C03  748.0
## DGY#2150_T15_D03  503.0
## DGY#2084_T15_E03  598.0
## DGY#2086_T15_F03  638.0
## DGY#2089_T15_G03  539.0
## DGY#2090_T15_H03  365.0
## DGY#1972_T15_A04  522.0
## DGY#2135_T15_B04  639.0
## DGY#2143_T15_C04  511.0
## DGY#2144_T15_D04  431.0
## DGY#2084_T15_E04 1763.0
## DGY#2086_T15_F04  712.0
## DGY#2089_T15_G04 2630.0
## DGY#2090_T15_H04  459.0
## DGY#1_T18_A01     348.0
## DGY#620_T18_B01   346.0
## DGY#500_T18_C01   340.0
## DGY#1315_T18_D01  307.0
## DGY#1657_T18_E01  358.0
## DGY#2076_T18_F01  359.0
## DGY#2071_T18_G01  398.0
## DGY#2150_T18_H01  296.0
## DGY#2084_T18_A02  334.0
## DGY#2086_T18_B02  305.0
## DGY#2089_T18_C02  359.0
## DGY#2090_T18_D02  291.0
## DGY#1972_T18_E02  332.0
## DGY#2135_T18_F02  327.0
## DGY#2143_T18_G02  441.0
## DGY#2144_T18_H02  301.0
## DGY#1657_T18_A03  331.0
## DGY#2076_T18_B03  338.0
## DGY#2071_T18_C03  340.0
## DGY#2150_T18_D03  324.0
## DGY#2084_T18_E03  345.0
## DGY#2086_T18_F03  391.0
## DGY#2089_T18_G03  341.0
## DGY#2090_T18_H03  314.0
## DGY#1972_T18_A04  363.0
## DGY#2135_T18_B04  345.0
## DGY#2143_T18_C04  332.0
## DGY#2144_T18_D04  322.0
## DGY#2084_T18_E04  343.0
## DGY#2086_T18_F04  326.0
## DGY#2089_T18_G04  319.0
## DGY#2090_T18_H04  341.0
#combine all flowSets into a single flowset
samples.num <- length(flowData)
print(samples.num)
## [1] 376

1 Step 3: apply filters to data and generate plots showing the effect on filtering

2 Step 4: Data analysis

3 diagnostic values can be defined for plotting purposes

#define critical values that can superimposed on plots for easy visual comparison

gfp.bg <- 3.9  #a background value for GFP
gfp.wt <- 5.9 #a value for wildtype GFP expression
haploid.fsc <- 6e5 #an empirical value for forward scatter for haploids
diploid.fsc <- 7e5 #an empirical value for forward scatter for diploids
gfp.norm <- 0.935 #an empricial value for gfp expression normalized by forward scatter

4 Transfer data into a dataframe and produce summary stats

#Temp
filterData <-flowData


#Summary Statistics of Normalized Filtered Data
#Move filtered data into a dataframe
filter.data <- data.frame(FSC.A=NA,SSC.A=NA,FL1.A=NA, SAMPLE=NA, VESSEL=NA,STRAIN=NA,TIMEPOINT=NA)
stats.data <- data.frame(VESSEL=NA,STRAIN=NA,COUNT=NA,MEDIAN=NA,MEAN=NA,SD=NA,VAR=NA)

for(i in 1:length(filterData)){
  fsc.a <- exprs(filterData[[i,1]])
  ssc.a <- exprs(filterData[[i,2]])
  fl1.a <- exprs(filterData[[i,3]])
  #fl2.a <- exprs(filterData[[i,4]])
  #fl3.a <- exprs(filterData[[i,5]])
  #fl4.a <- exprs(filterData[[i,6]])
  sample <- sampleNames(filterData[i])
  vessel <- pData(filterData)$Vessel[i]
  strain <- pData(filterData)$Strain[i]
  timepoint <- pData(filterData)$Timepoint[i]
  

  filter.data<-rbind(filter.data,cbind(FSC.A=fsc.a,SSC.A=ssc.a,FL1.A=fl1.a,SAMPLE=sample,VESSEL=vessel,STRAIN=strain,TIMEPOINT=timepoint))
  stats.data<-(rbind(stats.data,cbind(VESSEL=vessel,STRAIN=strain,COUNT=length(fsc.a),MEDIAN=median(fl1.a/fsc.a),MEAN=mean(fl1.a/fsc.a),SD=sd(fl1.a/fsc.a),VAR=as.numeric(var(fl1.a/fsc.a)))))
} 

#Cleans up DataFrames
filter.data<-filter.data[2:nrow(filter.data),]
  
stats.data<-stats.data[2:nrow(stats.data),]
#Saves Data
save(path.data, list.folders, total, samples.num, flowData, filterData, filter.data, stats.data, file = paste(path.data, "data_DF.RData", sep=""))
#Loads Data
load(file = paste(path.data, "data_DF.RData", sep=""))

4.1 Extract data from fcs files to generate statistics and boxplots

#Temp
filterData <-flowData

###GLUTAMINE###
#record summary statistics for each sample in a matrix named summary.stats 
summary.stats <- matrix(data = NA, nrow = length(filterData), ncol = 9, dimnames = list(sampleNames(filterData),c("FSC_median","FSC_mean", "FSC_sd","FL1_median", "FL1_mean","FL1_sd","normalizedGFP_median", "normalizedGFP_mean", "normalizedGFP_sd")))

#use the sample containing the minimum number of points after filtering for doublets and debris to define the number of data points retained for all samples
sample.size <- min(fsApply(filterData, each_col, length))  

print(sample.size)
## [1] 2560
comparison.FSC <- matrix(data = NA, nrow = sample.size, ncol = length(filterData), byrow = FALSE,dimnames = NULL)
comparison.FL1 <- matrix(data = NA, nrow = sample.size, ncol = length(filterData), byrow = FALSE,dimnames = NULL)
comparison.FL1NormFsc <- matrix(data = NA, nrow = sample.size, ncol = length(filterData), byrow = FALSE,dimnames = NULL)

#for each sample plot a histogram of the normalized data, raw FSC and raw GFP per row
par(mfrow=c(1,2), mar=c(5.1,2.1,2.1,2.1), oma=c(1.5,2,1,1))

#extract data from flowFrames to plot histograms of values and record summary statistics
for (i in 1:length(filterData)){
 
  temp <- exprs(filterData[[i]]) #exprs() extracts a matrix of the values from the flowframe
 

  ##########################################
  #record summary statistics for the sample#
  ##########################################
  
  #FSC
  summary.stats[i,1] <- median(temp[,1]) 
  summary.stats[i,2] <-mean(temp[,1])  
  summary.stats[i,3] <- sd(temp[,1])
  #FL1
  summary.stats[i,4] <- median(temp[,3])
  summary.stats[i,5] <-mean(temp[,3])  
  summary.stats[i,6] <- sd(temp[,3])
  #FL1 (GFP) divided by FSC
  summary.stats[i,7] <- median(temp[,3]/temp[,1])
  summary.stats[i,8] <-mean(temp[,3]/temp[,1])  
  summary.stats[i,9] <- sd(temp[,3]/temp[,1])
  
  ##############################################
  #plot histograms of the channels of interest##
  ##############################################

  ###############
  #Green channel#
  ###############
  
  #FL1 (GFP)
  hist(log10(temp[,3]), br=1000, xlab = "log10(FL1)", main = "FL1") 
  abline(v=gfp.bg, col="yellow", lty=2, lwd=2)
  abline(v=gfp.wt, col="green", lty=2, lwd=2) 
  legend("topleft",  legend=paste("median FL1 = ",round(median(temp[,3]), digits=4),sep=""))

  #GFP divided by FSC
  hist(temp[,3]/temp[,1], br=500, xlab = "FL1/FSC", main = "FL1/FSC") 
  abline(v=gfp.norm, col="green", lty=2, lwd=2 )
  legend("topleft",  legend=paste("median GFP / FSC=",round(median(temp[,3]/temp[,1]), digits=4),sep=""))
  
  mtext(sampleNames(filterData[i]), outer = TRUE, cex = 1.0)
  
  ###############
  #Other#########
  ###############

    #FSC
  hist(log10(temp[,1]), br=500, xlab = "log10(FSC)", main = "FSC", xlim=c(4,8)) 
  abline(v=haploid.fsc, col="blue", lty=2, lwd=2)
  abline(v=diploid.fsc, col="grey", lty=2, lwd=2)
  legend("topleft",  legend=paste("median FSC=",round(median(temp[,1]), digits=4),sep=""))
  
  mtext(sampleNames(filterData[i]), outer = TRUE, cex = 1.0)

print("-------------------------------------------------------")
print("-----------------------------------")
print("----------------------")

  ############################################################
  #keep the data set for generating boxplots comparing values#
  ############################################################
  
  #Note that the amount of data kept for each sample is defined by the lowest count among all the samples.
  comparison.FSC[1:sample.size,i] <- temp[1:sample.size,1] #FSC
  comparison.FL1[1:sample.size,i] <- temp[1:sample.size,3] #FL1 (GFP)
  comparison.FL1NormFsc[1:sample.size,i] <- temp[1:sample.size,3]/temp[1:sample.size,1] #GFP/FSC
}

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4.2 Overview of data distributions

par(mar=c(8.1,4.1,4.1,2.1)) #create more space at lower margin

###GLUTAMINE###
boxplot(comparison.FSC, names=sampleNames(filterData), notch = TRUE, col = "gray", ylab="FSC", cex.axis=0.5,las=2, outline=F)
abline(h=haploid.fsc, lty=2, col=2)
abline(h=diploid.fsc, lty=2, col=3)

boxplot(comparison.FL1, names=sampleNames(filterData), notch = TRUE, col = "lightgreen", ylab="FL1", cex.axis=0.5,las=2, outline=F)
## Warning in bxp(list(stats = structure(c(0, 206, 788, 1404, 3198, 0,
## 2729.5, : some notches went outside hinges ('box'): maybe set notch=FALSE
abline(h=gfp.bg ,lty=2, lwd=3, col="yellow")
abline(h=gfp.wt, lty = 2, lwd=3, col="green")

boxplot(comparison.FL1NormFsc, names=sampleNames(filterData), notch = TRUE, col = "green", ylab="FL1/FSC", cex.axis=0.5,las=2, outline=F)
## Warning in bxp(list(stats = structure(c(0, 0.000821075818464355,
## 0.00342609757769691, : some notches went outside hinges ('box'): maybe set
## notch=FALSE
abline(h=gfp.norm, lty=2, lwd=3, col="blue")

par(mar=c(5.1,4.1,4.1,2.1)) #reset margins to default

#generate summary tables containing all the recorded statistics
print(summary.stats)
##                  FSC_median  FSC_mean    FSC_sd FL1_median    FL1_mean
## DGY#1_T0_A01       286069.5  338395.1  202952.7     1053.0   1326.8248
## DGY#620_T0_B01     276963.5  323023.2  195938.5    25110.5  31530.7023
## DGY#500_T0_C01     275628.5  323081.7  187203.9    35736.0  40557.2902
## DGY#1315_T0_D01    246890.0  279174.7  149271.6    28087.5  31345.0683
## DGY#1657_T0_E01    336104.0  403954.2  264931.3     2019.0   2397.4707
## DGY#2076_T0_F01    314826.0  353802.0  177720.1    21248.5  21072.0111
## DGY#2071_T0_G01    279423.5  323524.4  177714.4    36840.0  41064.8500
## DGY#2150_T0_H01    251307.0  283052.5  148036.6    23627.0  26567.4611
## DGY#2084_T0_A02    281849.0  323773.7  177328.2    34306.0  39152.4104
## DGY#2086_T0_B02    260065.5  293428.6  156555.8    29825.0  32527.7721
## DGY#2089_T0_C02    273487.0  315184.1  174301.7    47553.0  55393.0917
## DGY#2090_T0_D02    249518.0  280448.9  145320.7    27325.0  29878.8603
## DGY#1972_T0_E02    277918.5  322613.7  186408.1    54593.0  66021.6561
## DGY#2135_T0_F02    294965.0  330878.6  164945.3    44552.0  45340.0831
## DGY#2143_T0_G02    370304.0  401672.4  174386.7    52785.5  56034.5684
## DGY#2144_T0_H02    251396.5  284639.0  148760.6    33563.0  37348.0104
## DGY#1657_T0_A03    274580.0  322870.0  190171.9    30662.0  35864.9884
## DGY#2076_T0_B03    268482.0  303448.0  155610.7    39086.0  40734.3861
## DGY#2071_T0_C03    283787.0  328838.8  191243.8    28918.0  34135.3840
## DGY#2150_T0_D03    293332.0  335255.2  180697.1    33505.0  37100.2725
## DGY#2084_T0_E03    271806.5  312396.0  170158.0    33569.0  36766.2386
## DGY#2086_T0_F03    245007.0  277603.0  150392.9    25838.0  28689.2879
## DGY#2089_T0_G03    307392.5  345657.9  171819.8    24262.0  24432.4467
## DGY#2090_T0_H03    328830.0  363174.2  176699.0    16352.0  17361.0232
## DGY#1972_T0_A04    277959.0  322452.1  181715.9    60144.5  65360.3796
## DGY#2135_T0_B04    250567.5  281011.7  142306.3    29986.0  32584.6051
## DGY#2143_T0_C04    269001.5  301760.0  156362.4    18785.5  25196.2007
## DGY#2144_T0_D04    282183.5  318999.6  166915.3    25360.0  29136.3335
## DGY#2084_T0_E04    383007.0  418765.5  188342.2    55531.0  59831.3762
## DGY#2086_T0_F04    262933.5  296234.3  150885.2    34928.0  35779.5486
## DGY#2089_T0_G04    304476.5  339413.0  170188.4    36534.5  38416.3333
## DGY#2090_T0_H04    324932.0  363071.7  177867.1    37919.5  39253.4553
## DGY#1_T6_A01       244133.5  280377.4  163531.4      656.0    858.1640
## DGY#620_T6_B01     247903.5  292283.7  184550.5    35633.0  41100.6865
## DGY#500_T6_C01     266626.5  314920.1  198768.4    40208.0  46466.1319
## DGY#1315_T6_D01    247780.0  293466.0  210285.5    33158.0  38317.9107
## DGY#1657_T6_E01    332086.5  419206.2  311665.3     1546.0   3700.6894
## DGY#2076_T6_F01    289955.0  334176.1  202557.3    22914.0  24112.2127
## DGY#2071_T6_G01    266642.0  312474.4  196585.1    37264.0  42997.9004
## DGY#2150_T6_H01    235559.0  287940.7  246468.5    22330.0  28017.8938
## DGY#2084_T6_A02    246850.0  281536.8  149869.1    42462.0  46026.5048
## DGY#2086_T6_B02    235061.5  268704.7  156166.0    32788.0  36114.8986
## DGY#2089_T6_C02    260985.5  308942.6  200540.4    69541.5  80056.1155
## DGY#2090_T6_D02    250997.5  299253.5  228005.7    32838.0  38099.4745
## DGY#1972_T6_E02    250423.5  286149.8  155103.7    75573.5  82915.8472
## DGY#2135_T6_F02    266748.5  301917.9  155282.5    45035.5  47534.3168
## DGY#2143_T6_G02    291404.0  325900.4  169992.4    49172.5  55158.6564
## DGY#2144_T6_H02    248349.0  297053.4  231692.3    28448.5  33399.9882
## DGY#1657_T6_A03    257626.0  299666.7  176537.6    39329.0  44099.8645
## DGY#2076_T6_B03    246544.0  283453.8  160838.1    42055.0  45780.1719
## DGY#2071_T6_C03    265835.5  311209.0  193688.2    35945.5  41473.5076
## DGY#2150_T6_D03    277546.0  323333.3  186274.8    44192.0  50414.9791
## DGY#2084_T6_E03    255897.5  294186.3  158740.5    44225.0  48020.9518
## DGY#2086_T6_F03    236171.0  273395.5  159829.5    34512.0  39188.0689
## DGY#2089_T6_G03    300379.5  348993.2  219515.1    25114.0  27845.3578
## DGY#2090_T6_H03    329374.0  384145.3  279032.1    21110.0  23957.6665
## DGY#1972_T6_A04    261528.0  303676.2  184247.7    66790.5  75459.6013
## DGY#2135_T6_B04    239443.0  270197.5  140886.2    40291.0  42597.1342
## DGY#2143_T6_C04    255264.5  303795.5  230749.4    32798.0  38672.6200
## DGY#2144_T6_D04    274551.0  329649.2  251916.4    34728.0  42032.8326
## DGY#2084_T6_E04    310037.5  339444.3  176195.7    53305.0  58392.0615
## DGY#2086_T6_F04    263793.0  303430.8  173735.0    41433.0  45236.3356
## DGY#2089_T6_G04    300360.5  336133.1  170890.0    43428.5  47796.8650
## DGY#2090_T6_H04    294025.5  334402.0  189900.1    41376.5  45893.0443
## DGY#1_T7_A05       257257.0  298587.3  168819.2     1014.0   1447.5981
## DGY#620_T7_B05     245869.5  286553.6  168093.9    32623.5  37379.2748
## DGY#500_T7_C05     256727.5  297826.6  167075.8    40815.5  45542.7589
## DGY#1315_T7_D05    249749.5  284403.5  152448.7    34420.0  37063.6849
## DGY#1657_T7_E05    350916.0  429735.3  285443.6     2488.0   3275.3192
## DGY#2076_T7_F05    291383.0  324808.6  159674.4    23009.0  23913.3453
## DGY#2071_T7_G05    243137.5  280652.2  150475.4    38110.0  42710.6164
## DGY#2150_T7_H05    236201.0  267469.5  142268.1    26291.5  28780.7118
## DGY#2084_T7_A06    247339.5  280881.7  140737.8    41924.0  45135.6887
## DGY#2086_T7_B06    233099.0  261140.1  128364.9    32519.0  34494.2510
## DGY#2089_T7_C06    238728.0  273613.5  143171.3    67002.5  72870.6826
## DGY#2090_T7_D06    225495.5  253454.6  126305.9    33174.0  35097.2521
## DGY#1972_T7_E06    251129.0  285759.8  146239.6    72046.5  77118.7834
## DGY#2135_T7_F06    263561.5  297758.2  147247.9    43417.0  45155.8861
## DGY#2143_T7_G06    291327.0  322568.4  179874.8    37764.0  42496.2400
## DGY#2144_T7_H06    231525.5  266010.6  147805.2    28036.0  31153.0950
## DGY#1657_T7_A07    252201.5  287599.2  146467.1    37196.0  39666.8984
## DGY#2076_T7_B07    231013.5  260982.4  128326.4    42202.0  44359.4572
## DGY#2071_T7_C07    251463.5  286311.1  150068.8    35269.5  38646.1415
## DGY#2150_T7_D07    253081.0  295371.2  163006.3    39278.0  44341.8998
## DGY#2084_T7_E07    242318.0  277221.1  140935.3    41842.0  44862.8535
## DGY#2086_T7_F07    226643.0  256176.6  127770.1    33844.0  35987.4049
## DGY#2089_T7_G07    285366.0  318821.5  157836.9    23588.0  24253.8257
## DGY#2090_T7_H07    312037.0  347557.7  174864.7    19628.0  20820.4451
## DGY#1972_T7_A08    264865.0  304601.4  172373.8    62984.5  73576.0169
## DGY#2135_T7_B08    224380.0  255165.7  131278.2    38043.0  39840.7509
## DGY#2143_T7_C08    241255.5  270765.7  134364.1    29036.0  31068.0601
## DGY#2144_T7_D08    281309.0  315958.8  159724.1    35118.0  40382.6685
## DGY#2084_T7_E08    305516.0  336440.5  154720.9    54558.5  58892.7220
## DGY#2086_T7_F08    243023.0  277877.0  144844.5    40854.0  43080.4473
## DGY#2089_T7_G08    266206.5  297895.5  144147.3    39373.0  41945.6955
## DGY#2090_T7_H08    280810.5  317552.2  160367.6    40320.0  43390.3856
## DGY#1_T8_A01       206220.5  247956.5  162841.1      980.0   1473.1635
## DGY#500_T8_B01     189294.0  228476.1  144186.3    41816.0  49309.8942
## DGY#1315_T8_C01    192133.5  232753.3  148617.5    75603.5  91176.1577
## DGY#1657_T8_D01    199102.5  238460.9  150071.3    36369.5  42741.5134
## DGY#2084_T8_E01    188893.0  232274.2  156412.1    36362.0  45223.8106
## DGY#2144_T8_F01    182969.5  222366.4  148387.9    38486.0  45215.1619
## DGY#2150_T8_G01    236694.0  272129.9  144957.6    49719.0  58231.7125
## DGY#2135_T8_H01    176024.5  209267.7  128731.9    29295.0  34890.0606
## DGY#1_TNA_A02      399510.0  461035.4  243567.1     2341.0   2808.9145
## DGY#620_TNA_B02    580309.5  695257.7  386428.8   155515.0 190913.7025
## DGY#500_TNA_C02    493668.0  561730.8  286733.6     3433.0   4035.7177
## DGY#1315_TNA_D02   748798.5  847505.6  415567.6    97815.5 111075.3992
## DGY#1657_TNA_E02   402765.0  476289.0  264731.4   119218.5 146400.0571
## DGY#2071_TNA_F02   519366.5  591445.6  301445.2   139264.0 159929.7569
## DGY#2076_TNA_G02   483620.0  543772.4  272987.3   251939.0 291355.7743
## DGY#2150_TNA_H02   853326.0 1067037.3  797932.2   248309.0 332831.6809
## DGY#2084_TNA_A03   462639.0  526999.9  261048.9   123386.0 145924.3269
## DGY#2086_TNA_B03   426943.5  474388.0  236152.5   114938.0 130875.2155
## DGY#2089_TNA_C03   448285.0  508792.5  261292.9   157358.5 185326.6188
## DGY#2090_TNA_D03   523477.0  603437.8  325068.2   120571.0 138843.8656
## DGY#1972_TNA_E03   438611.0  496463.5  237836.4   122443.0 142020.6166
## DGY#2135_TNA_F03   447898.5  514773.0  268028.7   115311.0 133507.7088
## DGY#2143_TNA_G03   476463.0  537096.1  261332.4   119998.0 139809.7426
## DGY#2144_TNA_H03   435236.5  498741.0  247781.7   130643.0 148315.7530
## DGY#1_T8_A04       304911.5  337880.6  165355.3      548.0    851.3206
## DGY#620_T8_B04     245836.5  277256.0  145997.1      454.5   1284.2966
## DGY#500_T8_C04     223354.5  258796.8  143537.5    33856.0  37854.6607
## DGY#1315_T8_D04    180119.0  206517.8  113340.2    25405.0  27357.5148
## DGY#1657_T8_E04    448121.0  528751.2  314455.3     1154.0   1482.6459
## DGY#2076_T8_F04    232615.0  260981.6  132630.5    12427.5  14030.7150
## DGY#2071_T8_G04    227594.5  259261.6  138893.1    31195.0  35105.4669
## DGY#2150_T8_H04    176050.0  201846.5  109905.6    21460.0  23598.6420
## DGY#2084_T8_A05    210868.0  246227.8  139979.5    31828.0  34899.6731
## DGY#2086_T8_B05    198239.0  223500.2  117430.0    20480.0  24509.5026
## DGY#2089_T8_C05    216763.5  250695.5  142093.2    30287.0  40870.1636
## DGY#2090_T8_D05    172639.5  195058.8  100332.8    26477.5  28224.9590
## DGY#1972_T8_E05    218664.5  255018.8  144950.1    56839.0  63857.7865
## DGY#2135_T8_F05    216435.0  247520.6  129521.7    37153.0  39217.4567
## DGY#2143_T8_G05    247708.0  276134.1  131841.3    40037.5  43483.9397
## DGY#2144_T8_H05    182203.5  209003.3  114522.8    20954.0  22882.6568
## DGY#1657_T8_A06    216189.0  254173.7  149134.6    31979.0  35655.1754
## DGY#2076_T8_B06    191357.0  221239.9  120457.1    35149.0  38455.5180
## DGY#2071_T8_C06    206408.0  239446.4  133577.5    30377.0  33967.9344
## DGY#2150_T8_D06    198383.0  232175.3  132007.9    32402.0  37020.1241
## DGY#2084_T8_E06    216416.0  252490.0  141744.3    36153.0  39398.6839
## DGY#2086_T8_F06    189007.0  214938.3  112057.8    28442.0  30938.7702
## DGY#2089_T8_G06    228566.5  256041.6  128528.5    19045.0  19447.3107
## DGY#2090_T8_H06    246120.5  277511.6  151264.8    16003.0  17199.5961
## DGY#1972_T8_A07    210214.5  246999.4  140680.5    55378.5  61941.3607
## DGY#2135_T8_B07    188992.5  215328.8  112874.1    30202.5  31697.8350
## DGY#2143_T8_C07    205149.0  232099.2  122250.1    27903.0  31229.6970
## DGY#2144_T8_D07    204896.5  235216.4  125754.7    27465.0  31015.7121
## DGY#2084_T8_E07    249025.5  278163.8  135422.6    42929.5  46677.0004
## DGY#2086_T8_F07    216285.5  250201.1  138501.9    34429.0  37390.3851
## DGY#2089_T8_G07    207132.0  235010.2  120261.2    31054.0  33119.2135
## DGY#2090_T8_H07    217163.0  247878.2  128732.3    31023.0  33393.8382
## DGY#1_T11_A01      301539.0  342230.0  185607.2      941.0   1272.4102
## DGY#620_T11_B01    273926.0  314752.2  190656.4     1106.0  10165.8562
## DGY#500_T11_C01    319644.0  365900.9  212678.6    32060.0  35531.0544
## DGY#1315_T11_D01   302425.0  352765.3  223637.3    33996.0  38788.5918
## DGY#1657_T11_E01   363916.0  424048.6  238323.3      899.0   1336.7150
## DGY#2076_T11_F01   324887.0  367372.7  201652.2    22055.5  22303.0238
## DGY#2071_T11_G01   291324.0  340166.3  210930.5    31485.5  35869.9249
## DGY#2150_T11_H01   265414.5  299537.1  184867.9     2254.0  16363.4228
## DGY#2084_T11_A02   291884.0  338826.3  195751.3    36072.0  39598.9766
## DGY#2086_T11_B02   284562.0  326841.3  188424.9    31750.0  35569.1699
## DGY#2089_T11_C02   315427.0  365082.5  230521.8    42010.5  56131.1472
## DGY#2090_T11_D02   276184.5  319604.6  210142.7    31720.0  35988.0090
## DGY#1972_T11_E02   297719.0  347036.5  201708.7    74226.0  83470.1579
## DGY#2135_T11_F02   322571.5  374619.4  211857.5    44584.0  49918.8724
## DGY#2143_T11_G02   307692.5  346115.0  178226.3    32433.5  37864.4329
## DGY#2144_T11_H02   268287.5  313792.6  243322.3     3168.0  19620.8465
## DGY#1657_T11_A03   326570.0  372238.1  211759.1     1926.0  21017.1679
## DGY#2076_T11_B03   287495.5  326457.2  174970.8     1864.0  21085.5373
## DGY#2071_T11_C03   287704.5  338830.2  223034.8    34117.0  40550.5564
## DGY#2150_T11_D03   276215.0  326047.2  218757.8     3356.0  25700.9628
## DGY#2084_T11_E03   303431.0  353560.4  202770.4    35176.5  38321.3654
## DGY#2086_T11_F03   282041.5  310315.8  153224.3      668.0   3657.2865
## DGY#2089_T11_G03   324542.5  362990.0  209418.8     1146.0   5987.7922
## DGY#2090_T11_H03   349416.0  393266.7  247538.0     2347.0  11007.4557
## DGY#1972_T11_A04   295802.0  350571.7  212427.4    64531.0  74866.2055
## DGY#2135_T11_B04   277825.5  320468.7  197879.3    34985.0  38084.0717
## DGY#2143_T11_C04   278643.5  318505.1  222636.4     1686.0  15620.9057
## DGY#2144_T11_D04   285043.0  327489.1  202469.8     3026.0  22344.2574
## DGY#2084_T11_E04   310681.5  351226.7  194103.6    40894.0  45268.6767
## DGY#2086_T11_F04   288016.5  338102.9  210006.2    34657.0  39621.9086
## DGY#2089_T11_G04   300909.5  345823.0  222010.5    31553.0  34679.5954
## DGY#2090_T11_H04   305960.0  348605.6  220727.2     9101.5  26747.9960
## DGY#1_T11_A05      260323.0  301251.7  176941.5     1041.0   1305.7604
## DGY#620_T11_B05    224048.5  267491.5  173932.0    38126.0  47618.3008
## DGY#500_T11_C05    262132.0  300237.6  166220.1    45116.0  51429.7901
## DGY#1315_T11_D05   316849.5  352902.0  200237.5    45820.0  55724.3283
## DGY#1657_T11_E05   263436.0  323459.5  217617.3     1719.0   2019.5590
## DGY#2076_T11_F05   248375.5  280420.8  148009.3    24906.0  27198.6079
## DGY#2071_T11_G05   238579.5  275783.0  152967.3    40307.5  46570.7355
## DGY#2150_T11_H05   219778.0  251341.3  150041.5    32074.0  37337.1485
## DGY#2084_T11_A06   244436.0  283437.0  162300.3    43898.0  50093.3363
## DGY#2086_T11_B06   226520.5  263838.9  167519.3    38487.5  45310.1837
## DGY#2089_T11_C06   233742.5  271802.3  154394.8    73285.5  85473.0927
## DGY#2090_T11_D06   214780.5  242244.4  130281.6    37441.0  42852.9314
## DGY#1972_T11_E06   236894.0  275221.4  163988.6    85717.5 100393.8856
## DGY#2135_T11_F06   251802.5  290954.6  166111.4    46663.0  54362.1370
## DGY#2143_T11_G06   252014.0  285133.0  146185.2    51095.0  58802.6030
## DGY#2144_T11_H06   217588.0  247030.4  140376.8    32074.0  37070.1415
## DGY#1657_T11_A07   260541.0  308099.5  185523.2    45063.0  52481.0899
## DGY#2076_T11_B07   220083.5  250764.4  135197.1    45067.0  51489.7429
## DGY#2071_T11_C07   232504.0  271159.5  160174.8    39703.0  47370.2411
## DGY#2150_T11_D07   224908.0  260786.2  147784.2    39003.0  45824.7284
## DGY#2084_T11_E07   257975.0  310927.4  197602.9    45684.0  52005.3021
## DGY#2086_T11_F07   219594.5  249050.6  131819.1    35693.0  40428.8215
## DGY#2089_T11_G07   255342.0  286316.5  146228.3    24775.0  26856.8188
## DGY#2090_T11_H07   278416.0  312054.9  161318.8    22483.0  25556.2092
## DGY#1972_T11_A08   243094.5  289365.9  189305.4    69036.5  78239.5864
## DGY#2135_T11_B08   208955.5  236231.5  124395.5    40668.0  45997.9806
## DGY#2143_T11_C08   230150.5  265261.4  146779.3    37627.0  44452.4612
## DGY#2144_T11_D08   238702.0  272631.0  149070.5    37390.0  44125.1453
## DGY#2084_T11_E08   259124.0  294078.7  156259.7    50106.0  58324.4474
## DGY#2086_T11_F08   236269.0  271880.0  156828.3    47559.0  56021.7120
## DGY#2089_T11_G08   241486.5  275846.2  145856.0    40479.0  46391.5308
## DGY#2090_T11_H08   248372.0  285839.9  153902.0    41776.0  48895.7104
## DGY#1_T13_A01      320736.0  371358.5  214163.0     1224.0   1505.3049
## DGY#620_T13_B01    339322.5  400610.7  233992.2    64454.0  78470.1068
## DGY#500_T13_C01    354913.0  413904.7  243729.9    72614.0  83367.7363
## DGY#1315_T13_D01   340574.5  391719.5  209043.7    71608.5  82010.2414
## DGY#1657_T13_E01   446149.5  538477.8  330693.2     2421.0   2862.6134
## DGY#2076_T13_F01   360021.0  398252.0  189062.5    36894.0  39850.7031
## DGY#2071_T13_G01   310710.5  363219.2  207836.5    61140.0  70289.2738
## DGY#2150_T13_H01   327731.0  375960.7  196058.2    56923.0  64588.2395
## DGY#2084_T13_A02   348549.5  419759.0  272599.3    77127.0  92871.2590
## DGY#2086_T13_B02   341996.0  390858.3  200280.7    63532.0  72592.7488
## DGY#2089_T13_C02   317014.0  367536.2  204517.4   103944.0 119733.1931
## DGY#2090_T13_D02   336292.5  382738.9  199899.5    66666.0  75382.6054
## DGY#1972_T13_E02   369088.5  436844.5  264537.3   151075.0 179062.2639
## DGY#2135_T13_F02   883361.5 1006565.2  556648.6   194934.5 236940.1493
## DGY#2143_T13_G02   423415.0  481848.3  236437.9    94771.5 108357.5767
## DGY#2144_T13_H02   332386.0  377481.0  192606.5    60007.0  67468.0367
## DGY#1657_T13_A03   341654.0  398355.8  229577.2    63140.0  72663.8614
## DGY#2076_T13_B03   383212.5  452312.4  270466.3    96078.5 114745.7356
## DGY#2071_T13_C03   319015.0  379504.3  236547.1    58200.0  72565.5117
## DGY#2150_T13_D03   316016.5  379263.2  232245.3    57670.0  71597.2379
## DGY#2084_T13_E03   440993.0  531838.4  341693.9   101270.0 122200.8349
## DGY#2086_T13_F03   332050.0  380676.6  204384.0    62380.0  71207.7850
## DGY#2089_T13_G03   340302.0  380949.0  186971.3    33495.0  36632.4315
## DGY#2090_T13_H03   336119.5  373507.0  190454.1    26402.0  30132.1069
## DGY#1972_T13_A04   341251.0  394331.9  220162.9   121628.0 139560.8787
## DGY#2135_T13_B04   348159.5  398619.4  217594.4    81239.0  92830.9405
## DGY#2143_T13_C04   344522.0  385005.4  195088.1    53162.0  62577.8629
## DGY#2144_T13_D04   324799.5  376701.6  209743.2    50902.5  62058.3242
## DGY#2084_T13_E04   434673.0  498262.6  262795.8   111697.0 129447.8989
## DGY#2086_T13_F04   494457.5  575382.8  330230.8   121416.0 150426.5176
## DGY#2089_T13_G04   511280.5  589546.4  311937.9    93486.0 112112.7456
## DGY#2090_T13_H04   383075.0  437693.3  227215.1    58441.0  69368.1712
## DGY#1_T13_A05      327541.5  383565.3  220881.1     1759.0   2056.0600
## DGY#620_T13_B05    333196.0  402618.3  244815.4    68169.0  82206.4520
## DGY#500_T13_C05    405874.5  473614.8  283508.4    89616.0 100784.7145
## DGY#1315_T13_D05   372879.0  434004.2  245902.2    80891.0  92739.7255
## DGY#1657_T13_E05   509715.0  596742.3  322807.1     3578.0   4065.2532
## DGY#2076_T13_F05   386374.5  427720.8  193931.0    44549.5  47800.4670
## DGY#2071_T13_G05   364001.0  426485.2  242321.2    75610.0  86412.7241
## DGY#2150_T13_H05   366127.0  422243.0  228217.3    64052.0  73098.8027
## DGY#2084_T13_A06   445563.5  531519.1  320786.1   110555.0 127638.8459
## DGY#2086_T13_B06   320422.0  369230.0  190002.8    68588.0  78505.1912
## DGY#2089_T13_C06   350944.0  414299.3  239025.0   133440.0 154416.8568
## DGY#2090_T13_D06   367042.5  422120.6  222607.4    84287.0  94288.2711
## DGY#1972_T13_E06   408504.0  485374.8  290592.2   196670.5 227889.4232
## DGY#2135_T13_F06  1022997.5 1135103.1  683368.3   240587.5 276962.3391
## DGY#2143_T13_G06   500079.0  573008.2  291209.0   122368.0 139171.8239
## DGY#2144_T13_H06   328499.5  378707.9  207913.2    69688.5  78688.4247
## DGY#1657_T13_A07   327315.5  386821.5  223121.2    72085.5  81875.0364
## DGY#2076_T13_B07   445754.0  528852.7  310830.3   120134.0 140947.9585
## DGY#2071_T13_C07   358771.5  443933.2  292363.9    73500.5  90992.5680
## DGY#2150_T13_D07   335604.0  413792.9  268177.2    62816.0  74217.2784
## DGY#2084_T13_E07   518904.5  630103.6  398674.9   130644.5 156093.4371
## DGY#2086_T13_F07   364035.5  421310.0  223805.4    75681.0  85008.6805
## DGY#2089_T13_G07   343879.0  385469.5  195027.3    38813.0  42522.3534
## DGY#2090_T13_H07   339332.5  379940.0  198664.2    28069.0  31968.4406
## DGY#1972_T13_A08   359410.0  422399.3  241424.3   140280.0 160688.4396
## DGY#2135_T13_B08   380159.0  442162.9  245339.8    99884.0 113512.5556
## DGY#2143_T13_C08   371702.0  425720.3  231620.9    59476.0  70229.0657
## DGY#2144_T13_D08   320674.0  377246.5  219227.4    53751.0  64997.3326
## DGY#2084_T13_E08   487792.5  562907.1  294610.1   134059.5 152028.3333
## DGY#2086_T13_F08   522181.0  618255.1  365837.1   144648.5 176319.3428
## DGY#2089_T13_G08   575261.0  679466.4  393522.9   113074.5 137386.2390
## DGY#2090_T13_H08   400210.0  466223.3  260960.4    63499.0  75767.5931
## DGY#1_T14_A01      353009.0  412362.0  250088.0     1343.0   1844.8968
## DGY#620_T14_B01    285499.0  371723.7  281424.6    66931.0  88321.3732
## DGY#500_T14_C01    349025.0  424338.7  290689.3    79706.5  91004.3475
## DGY#1315_T14_D01   370619.0  424635.7  231515.7     2357.0   3239.6658
## DGY#1657_T14_E01   404041.0  527275.9  369864.8     3165.0   3774.7660
## DGY#2076_T14_F01   284383.5  320781.7  157379.1    35933.0  38636.1033
## DGY#2071_T14_G01   319331.5  384302.0  238520.6    76339.5  88780.4950
## DGY#2150_T14_H01   292561.5  346416.1  208733.6    54606.0  63037.7606
## DGY#2084_T14_A02   447088.5  577351.0  430546.9   124780.5 159956.6818
## DGY#2086_T14_B02   283175.0  332390.0  186583.9    62618.0  72540.4183
## DGY#2089_T14_C02   312991.0  374821.9  226470.8   130100.5 151351.1874
## DGY#2090_T14_D02   297854.5  352884.4  211717.8    72990.5  84958.5198
## DGY#1972_T14_E02   420185.5  537923.1  397718.2   209530.5 271004.2992
## DGY#2135_T14_F02  1191936.5 1571713.8 1365418.0   208411.0 477519.1391
## DGY#2143_T14_G02   489472.0  571357.1  304903.9   129577.0 149908.5826
## DGY#2144_T14_H02   300542.0  355602.2  208204.2    63672.0  73314.0311
## DGY#1657_T14_A03   351860.0  424793.0  265596.6    71089.5  81990.3559
## DGY#2076_T14_B03   445918.5  539653.7  342139.0   130151.0 159873.4378
## DGY#2071_T14_C03   302121.5  383589.3  267693.3    70534.0  89326.9861
## DGY#2150_T14_D03   295915.5  369530.3  253792.6    66663.5  81942.7136
## DGY#2084_T14_E03   386946.5  497668.0  366523.4    83150.0 109852.6487
## DGY#2086_T14_F03   345348.5  417769.3  262750.5    80563.0  95595.3179
## DGY#2089_T14_G03   268752.5  303182.9  152905.3    31520.0  32165.2214
## DGY#2090_T14_H03   279617.0  317739.7  166894.2    27519.0  30900.6371
## DGY#1972_T14_A04   351197.0  435904.2  292195.0   149668.0 184423.0421
## DGY#2135_T14_B04   350867.0  425319.8  269795.5    99432.0 118799.0447
## DGY#2143_T14_C04   262105.5  305753.0  170120.5    55185.0  64444.0600
## DGY#2144_T14_D04   268883.5  318091.1  189202.6    54515.0  66156.2658
## DGY#2084_T14_E04   600223.0  732739.6  448959.1   170754.5 214639.7209
## DGY#2086_T14_F04   528885.5  652440.1  413667.0   143426.0 193473.1773
## DGY#2089_T14_G04   571698.5  697648.4  445099.9   128351.0 161277.1856
## DGY#2090_T14_H04   358404.5  428338.1  251053.0    73641.0  87406.0647
## DGY#1_T15_A01      328107.0  396835.6  264129.4     1559.0   1944.4191
## DGY#620_T15_B01    359306.5  459604.9  325549.9     1632.0  20763.1100
## DGY#500_T15_C01    443759.5  523975.0  330137.9     1897.0   6152.5628
## DGY#1315_T15_D01   345741.5  424981.6  281921.5    85593.0 102846.5046
## DGY#1657_T15_E01   316955.5  397117.6  275593.1     2327.0   2727.7937
## DGY#2076_T15_F01   269295.0  305142.0  158313.1    32054.0  33635.5836
## DGY#2071_T15_G01   364152.0  416967.5  260608.1     4252.0  30768.4918
## DGY#2150_T15_H01   371093.0  433033.2  252178.2     1442.0   3700.8314
## DGY#2084_T15_A02   394356.5  533064.6  433371.7   108634.0 143758.7896
## DGY#2086_T15_B02   257603.0  306633.0  188299.1    57399.0  68202.2498
## DGY#2089_T15_C02   343730.5  417317.1  278499.9   122554.0 145445.1049
## DGY#2090_T15_D02   325563.0  399433.3  264866.3    72014.0  87834.6540
## DGY#1972_T15_E02   380168.5  503506.0  397898.8   199751.0 261618.4801
## DGY#2135_T15_F02   678218.0  785035.2  641146.6    30830.0 112385.6969
## DGY#2143_T15_G02   427587.0  463224.7  323721.1     3749.0   8259.2421
## DGY#2144_T15_H02   347524.5  419990.2  272587.0     2381.0  30796.9915
## DGY#1657_T15_A03   356859.5  428580.9  271824.0     2512.0  30257.4290
## DGY#2076_T15_B03   444864.5  570979.0  418966.8   117792.0 156814.9225
## DGY#2071_T15_C03   332488.5  441124.1  343103.9    74745.0  99250.8257
## DGY#2150_T15_D03   364558.0  504426.2  415333.7    54495.5  85321.0277
## DGY#2084_T15_E03   387160.5  488607.7  348499.9    93847.5 115514.3329
## DGY#2086_T15_F03   369000.5  462496.3  321496.4    84414.0 104568.2710
## DGY#2089_T15_G03   337987.0  375195.6  180015.8     3452.0  14807.7853
## DGY#2090_T15_H03   298567.5  338057.0  183597.2    25847.0  28829.3978
## DGY#1972_T15_A04   337674.5  428659.0  310769.4   144115.0 181184.5459
## DGY#2135_T15_B04   361825.0  454451.5  317915.7   101506.5 126187.9814
## DGY#2143_T15_C04   306232.0  359911.7  213493.7    59295.5  70522.5332
## DGY#2144_T15_D04   364240.5  428998.3  268921.7     1361.0   9869.3932
## DGY#2084_T15_E04   848840.0 1101959.7  780840.7   229552.0 346726.4236
## DGY#2086_T15_F04   445102.0  546792.1  352785.2   110266.0 147920.2264
## DGY#2089_T15_G04   679914.5  855148.9  609069.8     7764.0  89350.0001
## DGY#2090_T15_H04   382433.0  481191.1  330074.3    71187.5  90663.3944
## DGY#1_T18_A01      338659.0  390834.4  226516.9     1479.0   1859.7271
## DGY#620_T18_B01    278936.5  355959.9  268114.7    55346.0  73154.1435
## DGY#500_T18_C01    315241.5  365360.2  220670.7    55634.0  62989.3943
## DGY#1315_T18_D01   269137.5  325895.6  217311.1    61228.0  74617.1091
## DGY#1657_T18_E01   295321.5  348694.7  191089.0     2017.0   2315.9148
## DGY#2076_T18_F01   280008.0  316944.4  169638.2    30703.0  33454.4928
## DGY#2071_T18_G01   361583.5  418053.8  285212.2    50111.0  60641.6857
## DGY#2150_T18_H01   260892.5  316405.7  220749.9    41120.0  48834.0017
## DGY#2084_T18_A02   298576.0  357659.7  225821.4    61306.0  72706.1052
## DGY#2086_T18_B02   258430.0  311575.1  197558.3    47228.0  57085.3222
## DGY#2089_T18_C02   297059.5  346070.7  199623.0    99646.5 112538.0409
## DGY#2090_T18_D02   256664.5  307214.9  189395.6    44264.0  54377.7214
## DGY#1972_T18_E02   310967.0  367848.7  220107.1   115562.0 137906.1097
## DGY#2135_T18_F02   250904.0  298860.9  199826.0    51593.0  59765.9061
## DGY#2143_T18_G02   320141.5  380399.0  235856.8    68086.0  80966.5794
## DGY#2144_T18_H02   262955.5  314541.3  196116.4    43859.0  53266.7220
## DGY#1657_T18_A03   283215.0  343121.6  220404.2    50712.0  61246.9513
## DGY#2076_T18_B03   298767.5  346571.3  185138.5    76811.5  91294.9883
## DGY#2071_T18_C03   275761.0  337702.2  228265.0    53384.0  67468.5453
## DGY#2150_T18_D03   303747.0  370300.3  244593.3    54552.5  68753.2041
## DGY#2084_T18_E03   318346.5  371807.6  204773.4    66487.0  76428.0727
## DGY#2086_T18_F03   292406.0  340811.2  209139.1    42851.0  49539.9803
## DGY#2089_T18_G03   272151.0  309532.4  169772.5    30040.0  33051.3400
## DGY#2090_T18_H03   299194.0  341080.3  188862.6    25952.0  30106.1715
## DGY#1972_T18_A04   295572.5  348515.5  207851.6   110305.5 126852.5119
## DGY#2135_T18_B04   283620.0  337911.9  215979.7    69848.0  85246.3998
## DGY#2143_T18_C04   272811.0  328590.3  204458.7    47558.0  57488.3393
## DGY#2144_T18_D04   271358.0  319583.6  188956.0    46754.0  56771.6096
## DGY#2084_T18_E04   286019.0  335784.8  200113.6    61575.5  72804.1300
## DGY#2086_T18_F04   275713.0  314478.2  157698.0    59802.0  68137.0890
## DGY#2089_T18_G04   279708.5  334515.2  215053.3    52600.0  64101.5802
## DGY#2090_T18_H04   283172.0  334117.8  193941.3    52854.5  62211.4420
##                      FL1_sd normalizedGFP_median normalizedGFP_mean
## DGY#1_T0_A01       1329.437          0.003386523        0.004422060
## DGY#620_T0_B01    38320.149          0.109751639        0.096211149
## DGY#500_T0_C01    36665.160          0.139421176        0.127584596
## DGY#1315_T0_D01   31674.607          0.138374566        0.114207332
## DGY#1657_T0_E01    2380.353          0.005571273        0.006901443
## DGY#2076_T0_F01   18217.693          0.069904544        0.066274304
## DGY#2071_T0_G01   35421.837          0.141534796        0.129049624
## DGY#2150_T0_H01   26254.701          0.113121028        0.094415072
## DGY#2084_T0_A02   38897.095          0.138842126        0.121891086
## DGY#2086_T0_B02   32041.291          0.133216231        0.113124281
## DGY#2089_T0_C02   62392.445          0.212734983        0.179867807
## DGY#2090_T0_D02   30057.722          0.134463751        0.108921396
## DGY#1972_T0_E02   75707.210          0.244457990        0.205259887
## DGY#2135_T0_F02   36207.808          0.152277046        0.142782355
## DGY#2143_T0_G02   49907.018          0.174338798        0.140486931
## DGY#2144_T0_H02   25820.141          0.137041778        0.134382466
## DGY#1657_T0_A03   37326.817          0.127215960        0.112287133
## DGY#2076_T0_B03   35808.919          0.157908518        0.138077359
## DGY#2071_T0_C03   38581.928          0.120557916        0.102965195
## DGY#2150_T0_D03   35113.725          0.126575799        0.111677233
## DGY#2084_T0_E03   36474.383          0.136093052        0.121087176
## DGY#2086_T0_F03   33375.304          0.118524894        0.104956488
## DGY#2089_T0_G03   16706.393          0.080389805        0.077645325
## DGY#2090_T0_H03   15304.269          0.056984121        0.050806901
## DGY#1972_T0_A04   68020.114          0.243707354        0.209966662
## DGY#2135_T0_B04   32753.834          0.140404612        0.118331355
## DGY#2143_T0_C04   28713.802          0.088402830        0.084338606
## DGY#2144_T0_D04   30005.802          0.109332321        0.091642246
## DGY#2084_T0_E04   51130.330          0.172370902        0.143149519
## DGY#2086_T0_F04   30738.932          0.140984703        0.125870067
## DGY#2089_T0_G04   32369.863          0.126098237        0.114403986
## DGY#2090_T0_H04   35661.756          0.124367929        0.110107801
## DGY#1_T6_A01       2141.311          0.002540858        0.003393648
## DGY#620_T6_B01    38790.641          0.150074168        0.141033597
## DGY#500_T6_C01    41493.781          0.152276809        0.149925688
## DGY#1315_T6_D01   39870.910          0.142258397        0.131889948
## DGY#1657_T6_E01   11240.825          0.004262691        0.011888285
## DGY#2076_T6_F01   22090.261          0.078588015        0.076517381
## DGY#2071_T6_G01   36609.267          0.140432024        0.138836650
## DGY#2150_T6_H01   39129.144          0.110471471        0.094483168
## DGY#2084_T6_A02   33082.077          0.171126076        0.168767979
## DGY#2086_T6_B02   31081.870          0.144994009        0.136306854
## DGY#2089_T6_C02   71157.175          0.269975062        0.260516921
## DGY#2090_T6_D02   44302.813          0.139831580        0.124173822
## DGY#1972_T6_E02   66666.246          0.307284781        0.295327764
## DGY#2135_T6_F02   36053.607          0.162581172        0.160592149
## DGY#2143_T6_G02   40029.432          0.180342297        0.170061950
## DGY#2144_T6_H02   37086.343          0.120366445        0.110846610
## DGY#1657_T6_A03   33869.138          0.152504065        0.151257578
## DGY#2076_T6_B03   36006.276          0.169283920        0.165542435
## DGY#2071_T6_C03   38609.628          0.138622178        0.132568794
## DGY#2150_T6_D03   39765.345          0.155977002        0.155963828
## DGY#2084_T6_E03   34914.765          0.168362546        0.169059534
## DGY#2086_T6_F03   26859.033          0.143416753        0.148895866
## DGY#2089_T6_G03   24038.746          0.083868665        0.083681646
## DGY#2090_T6_H03   26536.166          0.067740020        0.062373886
## DGY#1972_T6_A04   60692.595          0.257309061        0.248945293
## DGY#2135_T6_B04   32110.110          0.167541749        0.161964775
## DGY#2143_T6_C04   43203.704          0.135907871        0.126392765
## DGY#2144_T6_D04   47039.282          0.134347248        0.124237778
## DGY#2084_T6_E04   42137.577          0.181127791        0.166724679
## DGY#2086_T6_F04   34041.030          0.152837377        0.155202858
## DGY#2089_T6_G04   33106.239          0.141890806        0.144706626
## DGY#2090_T6_H04   38666.956          0.139197529        0.136437406
## DGY#1_T7_A05       4035.689          0.003646534        0.005177228
## DGY#620_T7_B05    36474.262          0.142036931        0.129129880
## DGY#500_T7_C05    34159.434          0.157613699        0.156976322
## DGY#1315_T7_D05   30754.283          0.141541011        0.131744641
## DGY#1657_T7_E05    6643.073          0.006488728        0.008877669
## DGY#2076_T7_F05   19817.346          0.080106406        0.077432989
## DGY#2071_T7_G05   30640.309          0.154853844        0.154870636
## DGY#2150_T7_H05   26748.941          0.122193713        0.106982717
## DGY#2084_T7_A06   30393.088          0.167147526        0.165236474
## DGY#2086_T7_B06   26534.123          0.145400704        0.133672384
## DGY#2089_T7_C06   52226.377          0.276970811        0.270478000
## DGY#2090_T7_D06   28974.800          0.153597026        0.138888741
## DGY#1972_T7_E06   60227.396          0.292440962        0.273931204
## DGY#2135_T7_F06   32051.210          0.159705098        0.155603024
## DGY#2143_T7_G06   42058.777          0.147974645        0.119213444
## DGY#2144_T7_H06   25583.223          0.125363441        0.117309778
## DGY#1657_T7_A07   29644.956          0.148482136        0.141791679
## DGY#2076_T7_B07   30139.766          0.179710239        0.176059146
## DGY#2071_T7_C07   31649.824          0.142968998        0.135145853
## DGY#2150_T7_D07   32804.745          0.151713012        0.152318122
## DGY#2084_T7_E07   29444.444          0.168093175        0.167543021
## DGY#2086_T7_F07   24030.608          0.147716042        0.145148493
## DGY#2089_T7_G07   15621.657          0.081793335        0.082196696
## DGY#2090_T7_H07   16139.125          0.065997574        0.062351585
## DGY#1972_T7_A08   60063.020          0.251744201        0.240464451
## DGY#2135_T7_B08   30337.556          0.169916056        0.161030020
## DGY#2143_T7_C08   28245.059          0.131267967        0.115116549
## DGY#2144_T7_D08   30391.334          0.129853315        0.126687679
## DGY#2084_T7_E08   41719.994          0.187663599        0.174173497
## DGY#2086_T7_F08   34378.404          0.165808205        0.162184519
## DGY#2089_T7_G08   29602.432          0.145098907        0.143955398
## DGY#2090_T7_H08   32285.373          0.140954635        0.139266787
## DGY#1_T8_A01       1741.697          0.004237171        0.006961261
## DGY#500_T8_B01    31661.296          0.214886718        0.227637990
## DGY#1315_T8_C01   63264.381          0.384409253        0.408583472
## DGY#1657_T8_D01   28607.481          0.178148848        0.188809791
## DGY#2084_T8_E01   34956.710          0.190254334        0.200139738
## DGY#2144_T8_F01   32947.027          0.204089428        0.218185864
## DGY#2150_T8_G01   34480.059          0.204092572        0.216913888
## DGY#2135_T8_H01   23187.945          0.164641430        0.172630553
## DGY#1_TNA_A02      2542.043          0.005637899        0.006430927
## DGY#620_TNA_B02  131069.461          0.267079271        0.273243842
## DGY#500_TNA_C02    3080.002          0.006822645        0.007027563
## DGY#1315_TNA_D02  59975.070          0.128441208        0.133809714
## DGY#1657_TNA_E02 102080.407          0.278231607        0.295229991
## DGY#2071_TNA_F02  91878.435          0.261794608        0.269125411
## DGY#2076_TNA_G02 171258.540          0.515304138        0.530500673
## DGY#2150_TNA_H02 340323.701          0.297877920        0.278761129
## DGY#2084_TNA_A03  84637.180          0.260892298        0.273792440
## DGY#2086_TNA_B03  78549.380          0.260155380        0.270504444
## DGY#2089_TNA_C03 115275.006          0.343923136        0.355364877
## DGY#2090_TNA_D03  80632.080          0.223909911        0.230897089
## DGY#1972_TNA_E03  79632.039          0.273807789        0.284575126
## DGY#2135_TNA_F03  77384.519          0.252334664        0.260929699
## DGY#2143_TNA_G03  84088.379          0.243129118        0.252831222
## DGY#2144_TNA_H03  81285.074          0.290726330        0.299059326
## DGY#1_T8_A04       1602.301          0.001707717        0.002812968
## DGY#620_T8_B04     4880.901          0.001738265        0.005056221
## DGY#500_T8_C04    28472.655          0.151968593        0.150822492
## DGY#1315_T8_D04   24972.593          0.153036118        0.133722015
## DGY#1657_T8_E04    1893.513          0.002374613        0.003190097
## DGY#2076_T8_F04   14639.611          0.058273239        0.058366085
## DGY#2071_T8_G04   24732.366          0.138063712        0.137157157
## DGY#2150_T8_H04   20104.405          0.131594583        0.118568402
## DGY#2084_T8_A05   30393.902          0.157300748        0.145617228
## DGY#2086_T8_B05   28687.448          0.129176768        0.110981829
## DGY#2089_T8_C05   50479.153          0.167163135        0.163151301
## DGY#2090_T8_D05   22453.696          0.161857908        0.147050711
## DGY#1972_T8_E05   61062.382          0.282269863        0.253865834
## DGY#2135_T8_F05   28054.885          0.168717660        0.164035760
## DGY#2143_T8_G05   32459.564          0.172580864        0.156285572
## DGY#2144_T8_H05   20515.046          0.125610733        0.110602606
## DGY#1657_T8_A06   29186.911          0.152200952        0.145518497
## DGY#2076_T8_B06   26957.106          0.181646225        0.181378951
## DGY#2071_T8_C06   26973.324          0.151050762        0.143976155
## DGY#2150_T8_D06   27083.495          0.162880585        0.163093504
## DGY#2084_T8_E06   28561.454          0.165398442        0.163880672
## DGY#2086_T8_F06   20078.327          0.150150453        0.149482002
## DGY#2089_T8_G06   14957.942          0.083928543        0.082326092
## DGY#2090_T8_H06   17350.653          0.069864133        0.065385272
## DGY#1972_T8_A07   48460.447          0.271474176        0.259011997
## DGY#2135_T8_B07   25636.302          0.165116199        0.151503895
## DGY#2143_T8_C07   24025.922          0.144354047        0.135418636
## DGY#2144_T8_D07   23546.728          0.141084805        0.134577641
## DGY#2084_T8_E07   34768.536          0.183837813        0.168640775
## DGY#2086_T8_F07   28624.944          0.157162186        0.156980411
## DGY#2089_T8_G07   24580.380          0.151695268        0.144096463
## DGY#2090_T8_H07   25553.493          0.144928041        0.137367027
## DGY#1_T11_A01      1460.988          0.002949462        0.004123332
## DGY#620_T11_B01   31434.075          0.004062358        0.024947360
## DGY#500_T11_C01   38932.068          0.109452130        0.096638727
## DGY#1315_T11_D01  40076.733          0.121400971        0.108123052
## DGY#1657_T11_E01   1788.414          0.002299570        0.003428244
## DGY#2076_T11_F01  18158.152          0.068360022        0.065559376
## DGY#2071_T11_G01  39104.760          0.116164984        0.102364820
## DGY#2150_T11_H01  27489.077          0.008948706        0.052923561
## DGY#2084_T11_A02  39453.264          0.129959655        0.116254993
## DGY#2086_T11_B02  37136.282          0.120687891        0.105064584
## DGY#2089_T11_C02  67835.713          0.158186881        0.151280180
## DGY#2090_T11_D02  39639.154          0.122761022        0.107811093
## DGY#1972_T11_E02  79615.112          0.262991294        0.242372637
## DGY#2135_T11_F02  45752.185          0.138097449        0.131271085
## DGY#2143_T11_G02  42550.744          0.126757538        0.102711972
## DGY#2144_T11_H02  32244.206          0.013361297        0.060669139
## DGY#1657_T11_A03  35699.665          0.006124718        0.052947505
## DGY#2076_T11_B03  34630.363          0.006426911        0.064331995
## DGY#2071_T11_C03  44904.384          0.126020465        0.114614192
## DGY#2150_T11_D03  41657.237          0.013040022        0.073124159
## DGY#2084_T11_E03  39850.160          0.121963818        0.108981089
## DGY#2086_T11_F03  14646.442          0.002293968        0.010348021
## DGY#2089_T11_G03  12265.872          0.003478020        0.016791371
## DGY#2090_T11_H03  16917.567          0.006954601        0.028537770
## DGY#1972_T11_A04  79485.057          0.235090952        0.211041234
## DGY#2135_T11_B04  40688.332          0.135023023        0.118933071
## DGY#2143_T11_C04  30733.576          0.006244848        0.045330049
## DGY#2144_T11_D04  33761.557          0.011343212        0.065594028
## DGY#2084_T11_E04  41590.218          0.148129438        0.128273517
## DGY#2086_T11_F04  47353.134          0.128348634        0.119000184
## DGY#2089_T11_G04  40378.688          0.112978032        0.096904674
## DGY#2090_T11_H04  37611.512          0.038150401        0.072328662
## DGY#1_T11_A05      1569.217          0.003751869        0.004893663
## DGY#620_T11_B05   39422.555          0.170510368        0.181010474
## DGY#500_T11_C05   31856.106          0.170493793        0.180203248
## DGY#1315_T11_D05  40706.700          0.153604676        0.159118703
## DGY#1657_T11_E05   1807.656          0.005913695        0.006858330
## DGY#2076_T11_F05  13289.946          0.099303829        0.107253465
## DGY#2071_T11_G05  29610.771          0.165278491        0.174198086
## DGY#2150_T11_H05  42417.411          0.145541500        0.152138195
## DGY#2084_T11_A06  32133.396          0.176471204        0.185830509
## DGY#2086_T11_B06  30989.996          0.169448902        0.179019760
## DGY#2089_T11_C06  55513.469          0.307315360        0.325864023
## DGY#2090_T11_D06  25241.766          0.172847750        0.182331736
## DGY#1972_T11_E06  65486.892          0.355266815        0.379212085
## DGY#2135_T11_F06  35934.390          0.181493633        0.194668439
## DGY#2143_T11_G06  34802.921          0.198306140        0.210213387
## DGY#2144_T11_H06  27058.213          0.146213513        0.154209926
## DGY#1657_T11_A07  34758.565          0.171304385        0.181634026
## DGY#2076_T11_B07  30127.973          0.197899832        0.215520708
## DGY#2071_T11_C07  34488.857          0.169936583        0.179249981
## DGY#2150_T11_D07  31207.981          0.171377698        0.180068079
## DGY#2084_T11_E07  39483.151          0.180924584        0.187652057
## DGY#2086_T11_F07  23047.724          0.158824016        0.169260830
## DGY#2089_T11_G07  13230.444          0.096957279        0.103204375
## DGY#2090_T11_H07  13989.314          0.081920328        0.087163070
## DGY#1972_T11_A08  57658.681          0.295967179        0.299591717
## DGY#2135_T11_B08  32943.321          0.191751615        0.203444754
## DGY#2143_T11_C08  29313.553          0.161913820        0.173012796
## DGY#2144_T11_D08  28938.668          0.156247910        0.166511734
## DGY#2084_T11_E08  35121.623          0.190480901        0.203039099
## DGY#2086_T11_F08  36984.462          0.194514639        0.217087089
## DGY#2089_T11_G08  30138.329          0.165597454        0.173987356
## DGY#2090_T11_H08  34132.141          0.164748379        0.175422575
## DGY#1_T13_A01      1633.011          0.003557095        0.004550414
## DGY#620_T13_B01   59025.165          0.188303134        0.200760978
## DGY#500_T13_C01   50137.787          0.202101814        0.222502204
## DGY#1315_T13_D01  48233.343          0.202536274        0.220355177
## DGY#1657_T13_E01   2515.114          0.005127619        0.005710536
## DGY#2076_T13_F01  18516.597          0.103697856        0.108611703
## DGY#2071_T13_G01  42237.836          0.192207309        0.208655557
## DGY#2150_T13_H01  37181.872          0.167596473        0.179988129
## DGY#2084_T13_A02  67819.201          0.214185763        0.237877146
## DGY#2086_T13_B02  42252.128          0.180486001        0.194669055
## DGY#2089_T13_C02  71960.452          0.320596862        0.345905026
## DGY#2090_T13_D02  43639.225          0.190601913        0.206664153
## DGY#1972_T13_E02 127309.482          0.403251188        0.442932107
## DGY#2135_T13_F02 168769.844          0.231121177        0.231555722
## DGY#2143_T13_G02  62965.902          0.217270686        0.230031256
## DGY#2144_T13_H02  36958.025          0.174397663        0.188319506
## DGY#1657_T13_A03  46090.024          0.180467396        0.198302982
## DGY#2076_T13_B03  75090.852          0.244485150        0.272442077
## DGY#2071_T13_C03  55574.596          0.181490185        0.195856273
## DGY#2150_T13_D03  54146.115          0.181384130        0.193826995
## DGY#2084_T13_E03  86615.438          0.228000939        0.246573408
## DGY#2086_T13_F03  40792.637          0.184061911        0.199423008
## DGY#2089_T13_G03  16668.667          0.099240265        0.105559141
## DGY#2090_T13_H03  17162.025          0.079625744        0.085549940
## DGY#1972_T13_A04  85572.756          0.350041938        0.378262881
## DGY#2135_T13_B04  56521.148          0.228264955        0.248838981
## DGY#2143_T13_C04  44275.093          0.148647190        0.162280346
## DGY#2144_T13_D04  45478.331          0.154266385        0.169701462
## DGY#2084_T13_E04  79317.626          0.253264940        0.271100263
## DGY#2086_T13_F04 113631.501          0.242541522        0.269994503
## DGY#2089_T13_G04  72053.738          0.186625746        0.194006314
## DGY#2090_T13_H04  44913.452          0.153671566        0.161917753
## DGY#1_T13_A05      1931.045          0.005006058        0.005965339
## DGY#620_T13_B05   57549.888          0.199852141        0.211605367
## DGY#500_T13_C05   61481.227          0.214415144        0.233550703
## DGY#1315_T13_D05  55913.182          0.212393336        0.227423821
## DGY#1657_T13_E05   3054.186          0.006634839        0.007286928
## DGY#2076_T13_F05  20956.915          0.115358938        0.120824153
## DGY#2071_T13_G05  49536.806          0.202395953        0.219543978
## DGY#2150_T13_H05  42216.831          0.171459787        0.182670317
## DGY#2084_T13_A06  77616.761          0.244615320        0.257658857
## DGY#2086_T13_B06  45003.129          0.207563825        0.221230487
## DGY#2089_T13_C06  95795.737          0.374006687        0.397013083
## DGY#2090_T13_D06  53057.082          0.222605128        0.237385573
## DGY#1972_T13_E06 141972.135          0.473227285        0.503293194
## DGY#2135_T13_F06 211136.721          0.244489919        0.230564732
## DGY#2143_T13_G06  80118.511          0.238307116        0.250674314
## DGY#2144_T13_H06  44997.485          0.206443969        0.220278486
## DGY#1657_T13_A07  49484.171          0.211710228        0.228240445
## DGY#2076_T13_B07  86261.048          0.262218950        0.286498560
## DGY#2071_T13_C07  71265.873          0.203754479        0.212656794
## DGY#2150_T13_D07  69853.547          0.189379652        0.183354187
## DGY#2084_T13_E07 101725.581          0.251313215        0.265960862
## DGY#2086_T13_F07  45329.110          0.202208328        0.215432953
## DGY#2089_T13_G07  29234.017          0.114085502        0.121551648
## DGY#2090_T13_H07  18823.235          0.084433282        0.089913455
## DGY#1972_T13_A08  93970.210          0.386009061        0.409234885
## DGY#2135_T13_B08  62244.443          0.257945747        0.276040961
## DGY#2143_T13_C08  52620.989          0.154184091        0.164745137
## DGY#2144_T13_D08  50818.330          0.165913432        0.177852587
## DGY#2084_T13_E08  83022.018          0.271148478        0.283793871
## DGY#2086_T13_F08 122155.145          0.270565895        0.301220134
## DGY#2089_T13_G08  90586.472          0.204342437        0.208821275
## DGY#2090_T13_H08  50080.886          0.160665631        0.168755586
## DGY#1_T14_A01     21145.296          0.003543809        0.004587445
## DGY#620_T14_B01   75906.917          0.231772692        0.249597807
## DGY#500_T14_C01   70873.330          0.226489591        0.236841870
## DGY#1315_T14_D01  12625.101          0.006054828        0.007453592
## DGY#1657_T14_E01   3258.973          0.007054816        0.007698921
## DGY#2076_T14_F01  16622.355          0.126915631        0.133725640
## DGY#2071_T14_G01  56689.473          0.232781490        0.252484542
## DGY#2150_T14_H01  46341.367          0.181509608        0.193453102
## DGY#2084_T14_A02 131473.727          0.277256268        0.298686145
## DGY#2086_T14_B02  43472.078          0.214865496        0.232129624
## DGY#2089_T14_C02  96400.185          0.404938801        0.434636032
## DGY#2090_T14_D02  54516.663          0.237111354        0.257679224
## DGY#1972_T14_E02 230413.110          0.502223031        0.540838412
## DGY#2135_T14_F02 651131.752          0.215260540        0.208682724
## DGY#2143_T14_G02  91166.102          0.261968606        0.273229447
## DGY#2144_T14_H02  46643.143          0.204781710        0.220939222
## DGY#1657_T14_A03  63568.534          0.196078493        0.210586172
## DGY#2076_T14_B03 118437.263          0.287298711        0.315765623
## DGY#2071_T14_C03  69756.933          0.230202051        0.245448982
## DGY#2150_T14_D03  62895.929          0.222526361        0.234213688
## DGY#2084_T14_E03 100817.631          0.214448735        0.229252871
## DGY#2086_T14_F03  61164.768          0.230796335        0.247858864
## DGY#2089_T14_G03  18530.609          0.117330871        0.118677774
## DGY#2090_T14_H03  16501.506          0.098528474        0.106250902
## DGY#1972_T14_A04 138298.972          0.420716295        0.451636992
## DGY#2135_T14_B04  77565.277          0.281235339        0.302910273
## DGY#2143_T14_C04  43185.006          0.203301918        0.222382572
## DGY#2144_T14_D04  51172.225          0.197993262        0.216162411
## DGY#2084_T14_E04 164102.935          0.287450939        0.295432085
## DGY#2086_T14_F04 175169.476          0.270096553        0.298298733
## DGY#2089_T14_G04 119887.746          0.239307534        0.239769845
## DGY#2090_T14_H04  57169.645          0.208860344        0.214062188
## DGY#1_T15_A01     14695.581          0.004359121        0.005366850
## DGY#620_T15_B01   74058.530          0.004418721        0.026830102
## DGY#500_T15_C01   36492.260          0.004092558        0.008283016
## DGY#1315_T15_D01  75308.563          0.241229386        0.262943857
## DGY#1657_T15_E01   3361.262          0.006630774        0.007406065
## DGY#2076_T15_F01  17380.456          0.118475794        0.123973851
## DGY#2071_T15_G01  54668.771          0.015844550        0.067424599
## DGY#2150_T15_H01  32875.185          0.003709629        0.006481632
## DGY#2084_T15_A02 131168.864          0.267673351        0.289578828
## DGY#2086_T15_B02  47816.737          0.218033268        0.233340991
## DGY#2089_T15_C02 122958.254          0.345849718        0.366444676
## DGY#2090_T15_D02  67981.224          0.214523569        0.235257812
## DGY#1972_T15_E02 227099.806          0.517516487        0.562457753
## DGY#2135_T15_F02 219294.523          0.058507487        0.096512942
## DGY#2143_T15_G02  57814.737          0.009527773        0.015811559
## DGY#2144_T15_H02  64883.053          0.006803289        0.063813071
## DGY#1657_T15_A03  62941.686          0.007040145        0.061332578
## DGY#2076_T15_B03 165605.054          0.257217747        0.278925191
## DGY#2071_T15_C03  91764.016          0.224624791        0.233845145
## DGY#2150_T15_D03 116230.795          0.163900168        0.157301818
## DGY#2084_T15_E03 104076.726          0.237088807        0.248812095
## DGY#2086_T15_F03  80509.490          0.227831362        0.243217702
## DGY#2089_T15_G03  17862.598          0.010671135        0.044833101
## DGY#2090_T15_H03  17860.531          0.086466677        0.092738932
## DGY#1972_T15_A04 157577.952          0.417824530        0.450244356
## DGY#2135_T15_B04  97508.883          0.278750878        0.299850007
## DGY#2143_T15_C04  53169.185          0.189744064        0.204018238
## DGY#2144_T15_D04  44726.713          0.003628763        0.015915435
## DGY#2084_T15_E04 372390.192          0.278946006        0.283106479
## DGY#2086_T15_F04 154234.243          0.241176151        0.267540613
## DGY#2089_T15_G04 191545.095          0.012324704        0.070429474
## DGY#2090_T15_H04  73935.791          0.189320589        0.196610781
## DGY#1_T18_A01      4069.058          0.004131501        0.005423977
## DGY#620_T18_B01   69157.364          0.195722213        0.208424274
## DGY#500_T18_C01   41838.710          0.175349396        0.183312206
## DGY#1315_T18_D01  56988.242          0.218966888        0.245656450
## DGY#1657_T18_E01   2191.667          0.006239443        0.007093928
## DGY#2076_T18_F01  16661.644          0.108169809        0.116857491
## DGY#2071_T18_G01  53810.313          0.140293219        0.140646245
## DGY#2150_T18_H01  34691.256          0.156641529        0.163792186
## DGY#2084_T18_A02  49960.289          0.200501423        0.209151676
## DGY#2086_T18_B02  40178.363          0.179402380        0.190198203
## DGY#2089_T18_C02  75474.653          0.326438926        0.340535804
## DGY#2090_T18_D02  39769.117          0.166695558        0.183698709
## DGY#1972_T18_E02  93743.211          0.363614297        0.384315628
## DGY#2135_T18_F02  41760.552          0.200048919        0.208947674
## DGY#2143_T18_G02  60170.287          0.204538037        0.219758649
## DGY#2144_T18_H02  40423.480          0.163805097        0.175668113
## DGY#1657_T18_A03  44884.763          0.176715325        0.187873839
## DGY#2076_T18_B03  62807.574          0.234192873        0.271873322
## DGY#2071_T18_C03  58579.347          0.191475531        0.201499432
## DGY#2150_T18_D03  57763.707          0.176648668        0.185769510
## DGY#2084_T18_E03  48929.573          0.200539908        0.210443667
## DGY#2086_T18_F03  48063.656          0.154516501        0.140788137
## DGY#2089_T18_G03  15923.776          0.109300953        0.119263201
## DGY#2090_T18_H03  18035.668          0.086338918        0.094992215
## DGY#1972_T18_A04  83577.889          0.361461058        0.387853295
## DGY#2135_T18_B04  64181.765          0.231477892        0.266620459
## DGY#2143_T18_C04  42735.249          0.174572693        0.182960479
## DGY#2144_T18_D04  41392.537          0.168614470        0.183266252
## DGY#2084_T18_E04  49689.998          0.209673164        0.224204944
## DGY#2086_T18_F04  39648.059          0.203995700        0.221220496
## DGY#2089_T18_G04  49890.537          0.185047465        0.196787917
## DGY#2090_T18_H04  41395.826          0.182169467        0.193294892
##                  normalizedGFP_sd
## DGY#1_T0_A01          0.004588020
## DGY#620_T0_B01        0.079346755
## DGY#500_T0_C01        0.079909191
## DGY#1315_T0_D01       0.091745129
## DGY#1657_T0_E01       0.006536310
## DGY#2076_T0_F01       0.054639880
## DGY#2071_T0_G01       0.079369778
## DGY#2150_T0_H01       0.072637152
## DGY#2084_T0_A02       0.095972803
## DGY#2086_T0_B02       0.087973189
## DGY#2089_T0_C02       0.164553481
## DGY#2090_T0_D02       0.088780717
## DGY#1972_T0_E02       0.175335812
## DGY#2135_T0_F02       0.089944018
## DGY#2143_T0_G02       0.102795745
## DGY#2144_T0_H02       0.059457450
## DGY#1657_T0_A03       0.086820577
## DGY#2076_T0_B03       0.099180482
## DGY#2071_T0_C03       0.082694575
## DGY#2150_T0_D03       0.078853128
## DGY#2084_T0_E03       0.098665441
## DGY#2086_T0_F03       0.074492862
## DGY#2089_T0_G03       0.048904232
## DGY#2090_T0_H03       0.038952394
## DGY#1972_T0_A04       0.175427469
## DGY#2135_T0_B04       0.099840225
## DGY#2143_T0_C04       0.077231765
## DGY#2144_T0_D04       0.072997065
## DGY#2084_T0_E04       0.096455833
## DGY#2086_T0_F04       0.089762493
## DGY#2089_T0_G04       0.073370536
## DGY#2090_T0_H04       0.077326553
## DGY#1_T6_A01          0.004832343
## DGY#620_T6_B01        0.081863795
## DGY#500_T6_C01        0.081290491
## DGY#1315_T6_D01       0.079750590
## DGY#1657_T6_E01       0.037753157
## DGY#2076_T6_F01       0.054388711
## DGY#2071_T6_G01       0.070317150
## DGY#2150_T6_H01       0.071916871
## DGY#2084_T6_A02       0.091171801
## DGY#2086_T6_B02       0.081129063
## DGY#2089_T6_C02       0.143622687
## DGY#2090_T6_D02       0.082047418
## DGY#1972_T6_E02       0.170519111
## DGY#2135_T6_F02       0.093816881
## DGY#2143_T6_G02       0.083234894
## DGY#2144_T6_H02       0.066969403
## DGY#1657_T6_A03       0.077969543
## DGY#2076_T6_B03       0.094376733
## DGY#2071_T6_C03       0.076367407
## DGY#2150_T6_D03       0.075374869
## DGY#2084_T6_E03       0.094083289
## DGY#2086_T6_F03       0.060043369
## DGY#2089_T6_G03       0.049593633
## DGY#2090_T6_H03       0.041199691
## DGY#1972_T6_A04       0.132817194
## DGY#2135_T6_B04       0.093111180
## DGY#2143_T6_C04       0.079694741
## DGY#2144_T6_D04       0.075064838
## DGY#2084_T6_E04       0.083239105
## DGY#2086_T6_F04       0.082513000
## DGY#2089_T6_G04       0.065409884
## DGY#2090_T6_H04       0.070561666
## DGY#1_T7_A05          0.010519358
## DGY#620_T7_B05        0.081041380
## DGY#500_T7_C05        0.079336121
## DGY#1315_T7_D05       0.081727208
## DGY#1657_T7_E05       0.019415847
## DGY#2076_T7_F05       0.051311091
## DGY#2071_T7_G05       0.072541851
## DGY#2150_T7_H05       0.074462176
## DGY#2084_T7_A06       0.083790218
## DGY#2086_T7_B06       0.078231674
## DGY#2089_T7_C06       0.139626457
## DGY#2090_T7_D06       0.090102597
## DGY#1972_T7_E06       0.163640587
## DGY#2135_T7_F06       0.086208972
## DGY#2143_T7_G06       0.088688360
## DGY#2144_T7_H06       0.068761702
## DGY#1657_T7_A07       0.081565480
## DGY#2076_T7_B07       0.096099617
## DGY#2071_T7_C07       0.079167243
## DGY#2150_T7_D07       0.075040897
## DGY#2084_T7_E07       0.084590697
## DGY#2086_T7_F07       0.074765824
## DGY#2089_T7_G07       0.048019663
## DGY#2090_T7_H07       0.039508997
## DGY#1972_T7_A08       0.121708652
## DGY#2135_T7_B08       0.098656725
## DGY#2143_T7_C08       0.083850918
## DGY#2144_T7_D08       0.063041554
## DGY#2084_T7_E08       0.090202409
## DGY#2086_T7_F08       0.103653279
## DGY#2089_T7_G08       0.075367920
## DGY#2090_T7_H08       0.075630929
## DGY#1_T8_A01          0.008654383
## DGY#500_T8_B01        0.078517247
## DGY#1315_T8_C01       0.136001101
## DGY#1657_T8_D01       0.069226702
## DGY#2084_T8_E01       0.064440280
## DGY#2144_T8_F01       0.092320929
## DGY#2150_T8_G01       0.060297512
## DGY#2135_T8_H01       0.053913335
## DGY#1_TNA_A02         0.010868409
## DGY#620_TNA_B02       0.075962557
## DGY#500_TNA_C02       0.004404866
## DGY#1315_TNA_D02      0.042270857
## DGY#1657_TNA_E02      0.072355072
## DGY#2071_TNA_F02      0.068922619
## DGY#2076_TNA_G02      0.150562682
## DGY#2150_TNA_H02      0.121812441
## DGY#2084_TNA_A03      0.070429268
## DGY#2086_TNA_B03      0.068848608
## DGY#2089_TNA_C03      0.099283407
## DGY#2090_TNA_D03      0.061570567
## DGY#1972_TNA_E03      0.074174716
## DGY#2135_TNA_F03      0.065883832
## DGY#2143_TNA_G03      0.070442325
## DGY#2144_TNA_H03      0.073148686
## DGY#1_T8_A04          0.004257522
## DGY#620_T8_B04        0.012110486
## DGY#500_T8_C04        0.079042480
## DGY#1315_T8_D04       0.092616979
## DGY#1657_T8_E04       0.004145039
## DGY#2076_T8_F04       0.056045167
## DGY#2071_T8_G04       0.062376265
## DGY#2150_T8_H04       0.073568848
## DGY#2084_T8_A05       0.095915470
## DGY#2086_T8_B05       0.104394875
## DGY#2089_T8_C05       0.162871747
## DGY#2090_T8_D05       0.089300047
## DGY#1972_T8_E05       0.178202366
## DGY#2135_T8_F05       0.091545102
## DGY#2143_T8_G05       0.085914002
## DGY#2144_T8_H05       0.074301699
## DGY#1657_T8_A06       0.083787269
## DGY#2076_T8_B06       0.095121634
## DGY#2071_T8_C06       0.078711320
## DGY#2150_T8_D06       0.074579462
## DGY#2084_T8_E06       0.089662753
## DGY#2086_T8_F06       0.070485360
## DGY#2089_T8_G06       0.056466172
## DGY#2090_T8_H06       0.044012933
## DGY#1972_T8_A07       0.143866432
## DGY#2135_T8_B07       0.098193925
## DGY#2143_T8_C07       0.073569169
## DGY#2144_T8_D07       0.070711415
## DGY#2084_T8_E07       0.091648172
## DGY#2086_T8_F07       0.093291569
## DGY#2089_T8_G07       0.079405406
## DGY#2090_T8_H07       0.077754406
## DGY#1_T11_A01         0.004821539
## DGY#620_T11_B01       0.054328373
## DGY#500_T11_C01       0.079100556
## DGY#1315_T11_D01      0.074180463
## DGY#1657_T11_E01      0.004431967
## DGY#2076_T11_F01      0.046256698
## DGY#2071_T11_G01      0.075567660
## DGY#2150_T11_H01      0.063603905
## DGY#2084_T11_A02      0.085642066
## DGY#2086_T11_B02      0.074403708
## DGY#2089_T11_C02      0.126279637
## DGY#2090_T11_D02      0.073142694
## DGY#1972_T11_E02      0.159261438
## DGY#2135_T11_F02      0.079039119
## DGY#2143_T11_G02      0.090568125
## DGY#2144_T11_H02      0.066475346
## DGY#1657_T11_A03      0.074584587
## DGY#2076_T11_B03      0.091232831
## DGY#2071_T11_C03      0.073733217
## DGY#2150_T11_D03      0.082859144
## DGY#2084_T11_E03      0.089074355
## DGY#2086_T11_F03      0.031880969
## DGY#2089_T11_G03      0.031903778
## DGY#2090_T11_H03      0.035493834
## DGY#1972_T11_A04      0.146486392
## DGY#2135_T11_B04      0.087386898
## DGY#2143_T11_C04      0.068452785
## DGY#2144_T11_D04      0.075904355
## DGY#2084_T11_E04      0.085430608
## DGY#2086_T11_F04      0.107750269
## DGY#2089_T11_G04      0.074540074
## DGY#2090_T11_H04      0.075156079
## DGY#1_T11_A05         0.005779254
## DGY#620_T11_B05       0.059846761
## DGY#500_T11_C05       0.066439773
## DGY#1315_T11_D05      0.057371673
## DGY#1657_T11_E05      0.005694834
## DGY#2076_T11_F05      0.043938140
## DGY#2071_T11_G05      0.060153398
## DGY#2150_T11_H05      0.047707096
## DGY#2084_T11_A06      0.070701381
## DGY#2086_T11_B06      0.060525914
## DGY#2089_T11_C06      0.110563878
## DGY#2090_T11_D06      0.057440433
## DGY#1972_T11_E06      0.128211440
## DGY#2135_T11_F06      0.067184089
## DGY#2143_T11_G06      0.065307456
## DGY#2144_T11_H06      0.047814026
## DGY#1657_T11_A07      0.067233401
## DGY#2076_T11_B07      0.082258396
## DGY#2071_T11_C07      0.067407843
## DGY#2150_T11_D07      0.064711242
## DGY#2084_T11_E07      0.097232460
## DGY#2086_T11_F07      0.056435510
## DGY#2089_T11_G07      0.043931312
## DGY#2090_T11_H07      0.032983854
## DGY#1972_T11_A08      0.136234564
## DGY#2135_T11_B08      0.076619673
## DGY#2143_T11_C08      0.063958897
## DGY#2144_T11_D08      0.064775630
## DGY#2084_T11_E08      0.061734331
## DGY#2086_T11_F08      0.094042811
## DGY#2089_T11_G08      0.064140941
## DGY#2090_T11_H08      0.058556730
## DGY#1_T13_A01         0.004864563
## DGY#620_T13_B01       0.083842855
## DGY#500_T13_C01       0.099060710
## DGY#1315_T13_D01      0.086814502
## DGY#1657_T13_E01      0.004362507
## DGY#2076_T13_F01      0.043838701
## DGY#2071_T13_G01      0.086123079
## DGY#2150_T13_H01      0.066541919
## DGY#2084_T13_A02      0.121348958
## DGY#2086_T13_B02      0.075400523
## DGY#2089_T13_C02      0.135341566
## DGY#2090_T13_D02      0.081607843
## DGY#1972_T13_E02      0.224047184
## DGY#2135_T13_F02      0.087115255
## DGY#2143_T13_G02      0.079385330
## DGY#2144_T13_H02      0.071404407
## DGY#1657_T13_A03      0.095011629
## DGY#2076_T13_B03      0.125594294
## DGY#2071_T13_C03      0.080560186
## DGY#2150_T13_D03      0.074460572
## DGY#2084_T13_E03      0.113660334
## DGY#2086_T13_F03      0.078567120
## DGY#2089_T13_G03      0.041775060
## DGY#2090_T13_H03      0.035177717
## DGY#1972_T13_A04      0.159052085
## DGY#2135_T13_B04      0.107792128
## DGY#2143_T13_C04      0.070479743
## DGY#2144_T13_D04      0.082489152
## DGY#2084_T13_E04      0.110021368
## DGY#2086_T13_F04      0.133363939
## DGY#2089_T13_G04      0.069301224
## DGY#2090_T13_H04      0.054897093
## DGY#1_T13_A05         0.005584027
## DGY#620_T13_B05       0.079021461
## DGY#500_T13_C05       0.113880142
## DGY#1315_T13_D05      0.091579077
## DGY#1657_T13_E05      0.006421987
## DGY#2076_T13_F05      0.047643131
## DGY#2071_T13_G05      0.093407498
## DGY#2150_T13_H05      0.068160660
## DGY#2084_T13_A06      0.107841511
## DGY#2086_T13_B06      0.078953857
## DGY#2089_T13_C06      0.152883476
## DGY#2090_T13_D06      0.095480624
## DGY#1972_T13_E06      0.226896023
## DGY#2135_T13_F06      0.104225780
## DGY#2143_T13_G06      0.088438499
## DGY#2144_T13_H06      0.085622814
## DGY#1657_T13_A07      0.104333064
## DGY#2076_T13_B07      0.132967145
## DGY#2071_T13_C07      0.093970838
## DGY#2150_T13_D07      0.113108773
## DGY#2084_T13_E07      0.115145270
## DGY#2086_T13_F07      0.084127260
## DGY#2089_T13_G07      0.048557144
## DGY#2090_T13_H07      0.037288653
## DGY#1972_T13_A08      0.163989886
## DGY#2135_T13_B08      0.107717304
## DGY#2143_T13_C08      0.067961520
## DGY#2144_T13_D08      0.090795214
## DGY#2084_T13_E08      0.103087823
## DGY#2086_T13_F08      0.145173856
## DGY#2089_T13_G08      0.072473075
## DGY#2090_T13_H08      0.059296305
## DGY#1_T14_A01         0.006847412
## DGY#620_T14_B01       0.099449720
## DGY#500_T14_C01       0.133959625
## DGY#1315_T14_D01      0.013727993
## DGY#1657_T14_E01      0.005033269
## DGY#2076_T14_F01      0.054452309
## DGY#2071_T14_G01      0.110810335
## DGY#2150_T14_H01      0.087073754
## DGY#2084_T14_A02      0.139558284
## DGY#2086_T14_B02      0.089579667
## DGY#2089_T14_C02      0.182720272
## DGY#2090_T14_D02      0.105970122
## DGY#1972_T14_E02      0.257156854
## DGY#2135_T14_F02      0.180948320
## DGY#2143_T14_G02      0.106888781
## DGY#2144_T14_H02      0.093892838
## DGY#1657_T14_A03      0.118228821
## DGY#2076_T14_B03      0.155387483
## DGY#2071_T14_C03      0.096693622
## DGY#2150_T14_D03      0.094271568
## DGY#2084_T14_E03      0.099562292
## DGY#2086_T14_F03      0.103393889
## DGY#2089_T14_G03      0.066128364
## DGY#2090_T14_H03      0.047003724
## DGY#1972_T14_A04      0.192991309
## DGY#2135_T14_B04      0.129673865
## DGY#2143_T14_C04      0.098946603
## DGY#2144_T14_D04      0.099078655
## DGY#2084_T14_E04      0.115559326
## DGY#2086_T14_F04      0.143906270
## DGY#2089_T14_G04      0.083461970
## DGY#2090_T14_H04      0.074571045
## DGY#1_T15_A01         0.006839814
## DGY#620_T15_B01       0.071058812
## DGY#500_T15_C01       0.028362617
## DGY#1315_T15_D01      0.128559657
## DGY#1657_T15_E01      0.006443725
## DGY#2076_T15_F01      0.060980845
## DGY#2071_T15_G01      0.077639747
## DGY#2150_T15_H01      0.020107711
## DGY#2084_T15_A02      0.130373764
## DGY#2086_T15_B02      0.090064010
## DGY#2089_T15_C02      0.188075403
## DGY#2090_T15_D02      0.109133548
## DGY#1972_T15_E02      0.252640280
## DGY#2135_T15_F02      0.113394984
## DGY#2143_T15_G02      0.039999806
## DGY#2144_T15_H02      0.098149793
## DGY#1657_T15_A03      0.092923997
## DGY#2076_T15_B03      0.186086591
## DGY#2071_T15_C03      0.103860905
## DGY#2150_T15_D03      0.121045361
## DGY#2084_T15_E03      0.141942396
## DGY#2086_T15_F03      0.111533015
## DGY#2089_T15_G03      0.054563290
## DGY#2090_T15_H03      0.045802438
## DGY#1972_T15_A04      0.198797778
## DGY#2135_T15_B04      0.137045296
## DGY#2143_T15_C04      0.088008761
## DGY#2144_T15_D04      0.047569780
## DGY#2084_T15_E04      0.134128432
## DGY#2086_T15_F04      0.130998129
## DGY#2089_T15_G04      0.106562208
## DGY#2090_T15_H04      0.074473363
## DGY#1_T18_A01         0.006032208
## DGY#620_T18_B01       0.071792015
## DGY#500_T18_C01       0.075109067
## DGY#1315_T18_D01      0.124801529
## DGY#1657_T18_E01      0.005839737
## DGY#2076_T18_F01      0.052061672
## DGY#2071_T18_G01      0.059021754
## DGY#2150_T18_H01      0.062714639
## DGY#2084_T18_A02      0.070355357
## DGY#2086_T18_B02      0.065647076
## DGY#2089_T18_C02      0.141737426
## DGY#2090_T18_D02      0.077608981
## DGY#1972_T18_E02      0.125411562
## DGY#2135_T18_F02      0.081374369
## DGY#2143_T18_G02      0.084203974
## DGY#2144_T18_H02      0.066439165
## DGY#1657_T18_A03      0.071232054
## DGY#2076_T18_B03      0.129373510
## DGY#2071_T18_C03      0.068500331
## DGY#2150_T18_D03      0.059752609
## DGY#2084_T18_E03      0.077173761
## DGY#2086_T18_F03      0.095145913
## DGY#2089_T18_G03      0.052463428
## DGY#2090_T18_H03      0.043821772
## DGY#1972_T18_A04      0.159082811
## DGY#2135_T18_B04      0.133346940
## DGY#2143_T18_C04      0.069492732
## DGY#2144_T18_D04      0.078713364
## DGY#2084_T18_E04      0.077225693
## DGY#2086_T18_F04      0.080259272
## DGY#2089_T18_G04      0.068415576
## DGY#2090_T18_H04      0.062796706
summary.stats.gln <- as.data.frame(summary.stats)
#Saves Data
save(path.data, list.folders, total, samples.num, flowData, filterData, summary.stats, sample.size, file = paste(path.data, "data_M.RData", sep=""))
#Loads Data
load(file = paste(path.data, "data_M.RData", sep=""))